diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index fad13a5..ad81a72 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -88,3 +88,41 @@ jobs:
 
       - name: Type-level tests (tsd)
         run: npm run test:types --workspace=modelparams
+
+  modelparams-mcp-pkg:
+    name: modelparams-mcp package (build + tests)
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Node
+        uses: actions/setup-node@v4
+        with:
+          node-version: "20"
+          cache: "npm"
+
+      - name: Install dependencies
+        run: npm ci
+
+      # The MCP server imports the built catalog from the sibling package.
+      - name: Build modelparams
+        run: npm run build --workspace=modelparams
+
+      - name: Typecheck package
+        run: npm run typecheck --workspace=modelparams-mcp
+
+      - name: Build package
+        run: npm run build --workspace=modelparams-mcp
+
+      - name: Tests
+        run: npm test --workspace=modelparams-mcp
+
+      - name: Server starts and answers over stdio
+        run: |
+          printf '%s\n' \
+            '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-06-18","capabilities":{},"clientInfo":{"name":"ci","version":"1"}}}' \
+            '{"jsonrpc":"2.0","method":"notifications/initialized"}' \
+            '{"jsonrpc":"2.0","id":2,"method":"tools/list"}' \
+            | node packages/modelparams-mcp/dist/index.js 2>/dev/null \
+            | grep -q 'validate_model_params' \
+            || { echo "::error::MCP server did not advertise its tools over stdio"; exit 1; }
diff --git a/.github/workflows/release-modelparams.yml b/.github/workflows/release-modelparams.yml
index c451648..93086ab 100644
--- a/.github/workflows/release-modelparams.yml
+++ b/.github/workflows/release-modelparams.yml
@@ -1,12 +1,23 @@
 name: Release modelparams
 
-# Publishes the `modelparams` npm package when the catalog or codegen pipeline
-# changes on main. Versioning is driven by the same diff classifier
-# (`findRemovedParams`) that `param-guard.yml` uses on PRs:
+# Publishes the `modelparams` and `modelparams-mcp` npm packages when the catalog
+# or codegen pipeline changes on main. Versioning is driven by the same diff
+# classifier (`findRemovedParams`) that `param-guard.yml` uses on PRs:
 #   • any param removed on a still-existing model → MAJOR
 #   • any other catalog change                    → PATCH
 #   • no semantic catalog change                  → skipped
 #
+# Both packages ship in LOCKSTEP at the same version, and `modelparams-mcp` pins
+# an exact `modelparams` dependency. That's deliberate: the MCP server answers
+# from the catalog compiled into its dependency, so "which catalog does
+# modelparams-mcp@x.y.z carry?" has to have one answer. It also avoids a caret
+# trap — for 0.0.x versions `^0.0.1` means `>=0.0.1 <0.0.2`, which would freeze
+# the server on the first catalog forever.
+#
+# Publishing both from one workflow (rather than two triggered by the same push)
+# keeps the order deterministic: `modelparams` goes out before the package that
+# depends on it.
+#
 # Tag-only release: the workflow never pushes to the (protected) main branch.
 # The published version is the latest `modelparams@x.y.z` git tag, bumped by the
 # classifier; the first release seeds from packages/modelparams/package.json.
@@ -14,9 +25,11 @@ name: Release modelparams
 # the git tags are the source of truth for the published version.
 #
 # Auth: npm OIDC trusted publishing (no token). Requires npm >= 11.5.1, which
-# ships with Node 24. Configure the trusted publisher for the `modelparams`
-# package on npmjs.com (Settings → Trusted Publishers → GitHub Actions →
-# org=mnfst, repo=modelparams.dev, workflow=release-modelparams.yml).
+# ships with Node 24. Each package needs its OWN trusted publisher on npmjs.com
+# (Settings → Trusted Publishers → GitHub Actions → org=mnfst,
+# repo=modelparams.dev, workflow=release-modelparams.yml) — configure it for
+# `modelparams-mcp` as well as `modelparams`, both pointing at this filename.
+# Renaming this file breaks trusted publishing for both.
 
 on:
   push:
@@ -24,6 +37,7 @@ on:
     paths:
       - "models/**"
       - "packages/modelparams/**"
+      - "packages/modelparams-mcp/**"
       - "src/schema/model.ts"
       - "src/data/load.ts"
       - "src/data/removals.ts"
@@ -84,27 +98,55 @@ jobs:
       - name: Type-level tests (tsd)
         run: npm run test:types --workspace=modelparams
 
+      - name: Build MCP server
+        run: npm run build --workspace=modelparams-mcp
+
+      - name: MCP server tests
+        run: npm test --workspace=modelparams-mcp
+
+      # The catalog classifier only sees `models/**`. An MCP-only change is real
+      # work that still needs shipping, so force a patch when its source moved.
+      - name: Detect MCP-only changes
+        id: mcp
+        run: |
+          if git diff --quiet HEAD~1 HEAD -- packages/modelparams-mcp; then
+            echo "changed=false" >> "$GITHUB_OUTPUT"
+          else
+            echo "changed=true" >> "$GITHUB_OUTPUT"
+            echo "::notice::modelparams-mcp source changed — forcing at least a patch release."
+          fi
+
       - name: Compute next version
         id: bump
         run: npx tsx packages/modelparams/scripts/compute-version.ts
         env:
           BASE_REF: "HEAD~1"
-          FORCE_LEVEL: ${{ inputs.force_level }}
+          FORCE_LEVEL: ${{ inputs.force_level || (steps.mcp.outputs.changed == 'true' && 'patch' || '') }}
 
       - name: Skip publish (no semantic change)
         if: steps.bump.outputs.next == ''
         run: echo "::notice::No semantic catalog change since the last release — nothing to publish."
 
-      - name: Set package version (no commit)
+      - name: Set package versions (no commit)
         if: steps.bump.outputs.next != ''
         env:
           NEXT: ${{ steps.bump.outputs.next }}
-        run: npm version "$NEXT" --no-git-tag-version --allow-same-version --workspace=modelparams
-
-      - name: Publish to npm
+        run: |
+          npm version "$NEXT" --no-git-tag-version --allow-same-version --workspace=modelparams
+          npm version "$NEXT" --no-git-tag-version --allow-same-version --workspace=modelparams-mcp
+          # Pin the exact catalog this server was built and tested against.
+          npm pkg set "dependencies.modelparams=$NEXT" --workspace=modelparams-mcp
+          echo "modelparams-mcp depends on modelparams@$(npm pkg get dependencies.modelparams --workspace=modelparams-mcp)"
+
+      - name: Publish modelparams to npm
         if: steps.bump.outputs.next != ''
         run: npm publish --workspace=modelparams --provenance --access public
 
+      # Second, so the exact dependency it pins already resolves on the registry.
+      - name: Publish modelparams-mcp to npm
+        if: steps.bump.outputs.next != ''
+        run: npm publish --workspace=modelparams-mcp --provenance --access public
+
       - name: Create GitHub release + tag
         if: steps.bump.outputs.next != ''
         uses: softprops/action-gh-release@v2
@@ -112,3 +154,7 @@ jobs:
           tag_name: "modelparams@${{ steps.bump.outputs.next }}"
           name: "modelparams@${{ steps.bump.outputs.next }}"
           generate_release_notes: true
+          body: |
+            Published to npm:
+            - `modelparams@${{ steps.bump.outputs.next }}`
+            - `modelparams-mcp@${{ steps.bump.outputs.next }}` (pins `modelparams@${{ steps.bump.outputs.next }}`)
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 1e3f4ac..e0c3f44 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -184,13 +184,19 @@ Everything the catalog ships beyond the static site:
 
 - `api/` — Vercel Functions, currently `POST /api/v1/validate`. These serve paths the
   static build doesn't emit; the rest of `/api/v1/*` stays static JSON from `dist/`.
+- `packages/modelparams/` — the npm package: generated types plus the runtime
+  validation helpers. `src/generated/` is committed and CI checks it against the YAML,
+  so run `npm run codegen --workspace=modelparams` after changing the catalog.
+- `packages/modelparams-mcp/` — the MCP server. Ships in lockstep with `modelparams`
+  and pins it exactly.
 
 Conventions:
 
 - TypeScript, ES modules, strict mode.
 - No file over 300 lines, no function over 50 lines.
 - Format with Prettier, lint with ESLint. `npm run format` and `npm run lint` will set you straight.
-- Tests live under `tests/` and run with Vitest.
+- Tests live under `tests/` and run with Vitest. Each package has its own suite;
+  `npm test --workspaces` runs them.
 - `npm run typecheck` covers the site and `api/` (via `tsconfig.api.json`).
 
 ## Pull requests
diff --git a/README.md b/README.md
index a35ae92..928841c 100644
--- a/README.md
+++ b/README.md
@@ -72,6 +72,14 @@ curl -s https://modelparams.dev/api/v1/validate \
 }
 ```
 
+## Agents
+
+```bash
+npx -y modelparams-mcp   # MCP server: 4 tools, stdio, no network needed
+```
+
+The server exposes `validate_model_params`, `get_model_params`, `list_models`, and `find_models_supporting`. Details in the [package README](packages/modelparams-mcp/README.md). There's also [llms.txt](https://modelparams.dev/llms.txt) if you'd rather just point an agent at a URL.
+
 ## Adding a model
 
 Drop a YAML file in `models/<provider>/`, open a PR, and CI validates it against the schema. Details in [CONTRIBUTING.md](CONTRIBUTING.md). Can't open a PR? [File an issue](https://github.com/mnfst/modelparams.dev/issues/new/choose) with a link to the docs.
@@ -83,7 +91,8 @@ npm install
 npm run dev          # http://localhost:3000
 npm run build        # → dist/
 npm run validate     # check every YAML
-npm test
+npm test             # site tests, including the /api/v1/validate function
+npm test --workspaces # + both published packages
 ```
 
 ## License
diff --git a/package-lock.json b/package-lock.json
index a316e72..75d7bfd 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -618,6 +618,18 @@
         "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
       }
     },
+    "node_modules/@hono/node-server": {
+      "version": "2.0.12",
+      "resolved": "https://registry.npmjs.org/@hono/node-server/-/node-server-2.0.12.tgz",
+      "integrity": "sha512-eWpQYr67tqJLeaSUl0Q+TquuYfUdTibpOJlUMV2FfUP7+KqCC5TufnwnlXL6mobZBJbGAYRd7ZvEBDCbLInjhg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=20"
+      },
+      "peerDependencies": {
+        "hono": "^4"
+      }
+    },
     "node_modules/@humanwhocodes/config-array": {
       "version": "0.13.0",
       "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.13.0.tgz",
@@ -738,6 +750,379 @@
       "integrity": "sha512-ZDflEq0uUvAkH4WK4h3qNvvY09ts4OqUb5azD7A0xKfcuYhffGwB1Q/As2RguZYq4Gh4v925CJ8iodiClzc4zw==",
       "license": "MIT"
     },
+    "node_modules/@modelcontextprotocol/sdk": {
+      "version": "1.30.0",
+      "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.30.0.tgz",
+      "integrity": "sha512-xKd8OIzlqNzcqcNumGAa6g+PW2kjD5vrpcKOnfldAUPP3j7lnqMPwlTXQm8gF+UwH72z0lqaRbjr9hqGz0eITA==",
+      "license": "MIT",
+      "dependencies": {
+        "@hono/node-server": "^1.19.9 || ^2.0.5",
+        "ajv": "^8.17.1",
+        "ajv-formats": "^3.0.1",
+        "content-type": "^1.0.5",
+        "cors": "^2.8.5",
+        "cross-spawn": "^7.0.5",
+        "eventsource": "^3.0.2",
+        "eventsource-parser": "^3.0.0",
+        "express": "^5.2.1",
+        "express-rate-limit": "^8.2.1",
+        "hono": "^4.11.4",
+        "jose": "^6.1.3",
+        "json-schema-typed": "^8.0.2",
+        "pkce-challenge": "^5.0.0",
+        "raw-body": "^3.0.0",
+        "zod": "^3.25 || ^4.0",
+        "zod-to-json-schema": "^3.25.1"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "@cfworker/json-schema": "^4.1.1",
+        "zod": "^3.25 || ^4.0"
+      },
+      "peerDependenciesMeta": {
+        "@cfworker/json-schema": {
+          "optional": true
+        },
+        "zod": {
+          "optional": false
+        }
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk/node_modules/accepts": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/accepts/-/accepts-2.0.0.tgz",
+      "integrity": "sha512-5cvg6CtKwfgdmVqY1WIiXKc3Q1bkRqGLi+2W/6ao+6Y7gu/RCwRuAhGEzh5B4KlszSuTLgZYuqFqo5bImjNKng==",
+      "license": "MIT",
+      "dependencies": {
+        "mime-types": "^3.0.0",
+        "negotiator": "^1.0.0"
+      },
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk/node_modules/ajv": {
+      "version": "8.20.0",
+      "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.20.0.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "fast-deep-equal": "^3.1.3",
+        "fast-uri": "^3.0.1",
+        "json-schema-traverse": "^1.0.0",
+        "require-from-string": "^2.0.2"
+      },
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/epoberezkin"
+      }
+    },
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+      "resolved": "https://registry.npmjs.org/body-parser/-/body-parser-2.3.0.tgz",
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+        "content-type": "^2.0.0",
+        "debug": "^4.4.3",
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+        "iconv-lite": "^0.7.2",
+        "on-finished": "^2.4.1",
+        "qs": "^6.15.2",
+        "raw-body": "^3.0.2",
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+      },
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+        "url": "https://opencollective.com/express"
+      }
+    },
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+      },
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+      "license": "MIT",
+      "engines": {
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+      }
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+    },
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+      "integrity": "sha512-qRcuIdP69NPm4qbACK+aDogI5CBDMi1jKe0ry5rSQJz8JVLsC7jV8XpiJjGRLLol3N+R5ihGYcrPLTno6pAdBA==",
+      "license": "MIT",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
     "node_modules/run-parallel": {
       "version": "1.2.0",
       "resolved": "https://registry.npmjs.org/run-parallel/-/run-parallel-1.2.0.tgz",
@@ -5842,7 +6419,6 @@
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/shebang-command/-/shebang-command-2.0.0.tgz",
       "integrity": "sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "shebang-regex": "^3.0.0"
@@ -5855,7 +6431,6 @@
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/shebang-regex/-/shebang-regex-3.0.0.tgz",
       "integrity": "sha512-7++dFhtcx3353uBaq8DDR4NuxBetBzC7ZQOhmTQInHEd6bSrXdiEyzCvG07Z44UYdLShWUyXt5M/yhz8ekcb1A==",
-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=8"
@@ -7255,7 +7830,6 @@
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
       "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
-      "dev": true,
       "license": "ISC",
       "dependencies": {
         "isexe": "^2.0.0"
@@ -7358,7 +7932,6 @@
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
       "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
-      "dev": true,
       "license": "ISC"
     },
     "node_modules/yallist": {
@@ -7434,6 +8007,21 @@
       "engines": {
         "node": ">=18"
       }
+    },
+    "packages/modelparams-mcp": {
+      "version": "0.0.1",
+      "license": "MIT",
+      "dependencies": {
+        "@modelcontextprotocol/sdk": "^1.30.0",
+        "modelparams": "0.0.1",
+        "zod": "^3.25.0"
+      },
+      "bin": {
+        "modelparams-mcp": "dist/index.js"
+      },
+      "engines": {
+        "node": ">=20"
+      }
     }
   }
 }
diff --git a/packages/modelparams-mcp/LICENSE b/packages/modelparams-mcp/LICENSE
new file mode 100644
index 0000000..ca8c3f8
--- /dev/null
+++ b/packages/modelparams-mcp/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2026 modelparams.dev contributors
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/packages/modelparams-mcp/README.md b/packages/modelparams-mcp/README.md
new file mode 100644
index 0000000..032c12e
--- /dev/null
+++ b/packages/modelparams-mcp/README.md
@@ -0,0 +1,97 @@
+# modelparams-mcp
+
+> **MCP server for the [modelparams.dev](https://modelparams.dev) catalog.** Let an agent check which parameters a model accepts — before it calls one.
+
+```bash
+npx -y modelparams-mcp
+```
+
+Model parameters aren't uniform and don't hold still. `gpt-5.5` has no `temperature`. Claude Opus 4.7 dropped it. Anthropic rejects `top_p` unless `temperature` is 1. Reasoning models reject sampling knobs outright. An agent writing LLM code from training data gets this wrong constantly, and the failure is either a 400 or — worse — a silently ignored parameter and drifting evals.
+
+This server gives the agent a way to look it up instead.
+
+## Install
+
+The server speaks MCP over stdio and bundles the catalog, so it needs no network access and no API key.
+
+**Claude Code**
+
+```bash
+claude mcp add modelparams -- npx -y modelparams-mcp
+```
+
+**Any client with a JSON config** (Claude Desktop, Cursor, Windsurf, Zed, …)
+
+```json
+{
+  "mcpServers": {
+    "modelparams": {
+      "command": "npx",
+      "args": ["-y", "modelparams-mcp"]
+    }
+  }
+}
+```
+
+## Tools
+
+### `validate_model_params`
+
+The one that earns its keep. Give it a model and the params you're about to send:
+
+```json
+{ "model": "claude-3-opus-20240229", "params": { "temperature": 0.5, "top_p": 0.9 } }
+```
+
+```json
+{
+  "model": "anthropic/claude-3-opus-20240229",
+  "valid": false,
+  "summary": "1 parameter(s) would be rejected or silently ignored by anthropic/claude-3-opus-20240229.",
+  "issues": [
+    {
+      "path": "top_p",
+      "code": "not_applicable",
+      "message": "top_p does not apply when temperature ≠ 1",
+      "conflictsWith": ["temperature"]
+    }
+  ],
+  "safeParams": { "temperature": 0.5 }
+}
+```
+
+`safeParams` is always a payload that would pass validation, so an agent that doesn't want to reason about the rules can take it and move on.
+
+Issue codes: `unknown_parameter` (no such knob on this model), `invalid_value` (out of range or not in the enum), `not_applicable` (the knob exists but conflicts with another value in the same request).
+
+### `get_model_params`
+
+Every parameter for one model — type, range, enum values, default, and the conditional rules that gate it.
+
+### `list_models`
+
+Model ids, filtered by provider or substring. Use it to resolve the exact catalog id.
+
+### `find_models_supporting`
+
+Which models expose a given parameter — `reasoning_effort`, `thinking.budget_tokens`, `top_k`. Answers "which models let me set X". Returns near-miss suggestions when nothing matches, since callers usually have the provider's spelling rather than the catalog's.
+
+## Model ids
+
+Ids are `provider/model`. Subscription contracts append `-subscription`, because the same model often exposes different parameters via an API key than via a subscription. Every tool also accepts a bare model slug when only one provider publishes it.
+
+## Related
+
+- **[modelparams](https://www.npmjs.com/package/modelparams)** — the TypeScript package: `ParamsOf<Id>` for compile-time safety, `parseParams` and `dropUnsupported` at runtime.
+- **[HTTP API](https://modelparams.dev/api)** — same data as CORS-enabled static JSON, plus `POST /api/v1/validate`.
+- **[Catalog](https://modelparams.dev)** — browse it, or open a PR against the YAML.
+
+## How it's built
+
+The catalog is compiled in at publish time from the YAML source of truth at [github.com/mnfst/modelparams.dev](https://github.com/mnfst/modelparams.dev/tree/main/models). No runtime fetch, no cache to invalidate — update the package to get new models.
+
+This package and [`modelparams`](https://www.npmjs.com/package/modelparams) ship in lockstep at the same version, and this one pins an exact `modelparams` dependency. So `modelparams-mcp@x.y.z` always carries exactly one known catalog — run `npm update modelparams-mcp` (or `npx -y modelparams-mcp@latest`) to pick up newly added models and corrected parameters.
+
+## License
+
+MIT
diff --git a/packages/modelparams-mcp/package.json b/packages/modelparams-mcp/package.json
new file mode 100644
index 0000000..627c30b
--- /dev/null
+++ b/packages/modelparams-mcp/package.json
@@ -0,0 +1,59 @@
+{
+  "name": "modelparams-mcp",
+  "version": "0.0.1",
+  "description": "MCP server for the modelparams.dev catalog — let an agent check which parameters a model accepts before it calls one.",
+  "keywords": [
+    "mcp",
+    "model-context-protocol",
+    "llm",
+    "agent",
+    "openai",
+    "anthropic",
+    "model-parameters",
+    "validation",
+    "tools"
+  ],
+  "license": "MIT",
+  "author": "modelparams.dev contributors",
+  "homepage": "https://modelparams.dev",
+  "repository": {
+    "type": "git",
+    "url": "git+https://github.com/mnfst/modelparams.dev.git",
+    "directory": "packages/modelparams-mcp"
+  },
+  "bugs": {
+    "url": "https://github.com/mnfst/modelparams.dev/issues"
+  },
+  "type": "module",
+  "bin": {
+    "modelparams-mcp": "./dist/index.js"
+  },
+  "main": "./dist/index.js",
+  "types": "./dist/index.d.ts",
+  "exports": {
+    ".": {
+      "types": "./dist/index.d.ts",
+      "import": "./dist/index.js"
+    },
+    "./package.json": "./package.json"
+  },
+  "files": [
+    "dist",
+    "README.md",
+    "LICENSE"
+  ],
+  "engines": {
+    "node": ">=20"
+  },
+  "scripts": {
+    "build": "tsc -p tsconfig.build.json && chmod +x dist/index.js",
+    "typecheck": "tsc --noEmit",
+    "test": "vitest run",
+    "prepublishOnly": "npm run build && npm run test"
+  },
+  "dependencies": {
+    "@modelcontextprotocol/sdk": "^1.30.0",
+    "zod": "^3.25.0",
+    "modelparams": "0.0.1"
+  }
+}
diff --git a/packages/modelparams-mcp/src/index.ts b/packages/modelparams-mcp/src/index.ts
new file mode 100644
index 0000000..b0e4166
--- /dev/null
+++ b/packages/modelparams-mcp/src/index.ts
@@ -0,0 +1,24 @@
+#!/usr/bin/env node
+import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js";
+import { createServer } from "./server.js";
+
+export { createServer } from "./server.js";
+export * from "./tools.js";
+
+async function main(): Promise<void> {
+  const server = createServer();
+  // stdout is the transport — anything written there that isn't a protocol
+  // message corrupts the session, so diagnostics go to stderr.
+  await server.connect(new StdioServerTransport());
+  console.error("modelparams MCP server ready on stdio");
+}
+
+const isDirectRun =
+  process.argv[1] !== undefined && import.meta.url === `file://${process.argv[1]}`;
+
+if (isDirectRun) {
+  main().catch((err) => {
+    console.error("modelparams MCP server failed to start:", err);
+    process.exit(1);
+  });
+}
diff --git a/packages/modelparams-mcp/src/server.ts b/packages/modelparams-mcp/src/server.ts
new file mode 100644
index 0000000..870b7f7
--- /dev/null
+++ b/packages/modelparams-mcp/src/server.ts
@@ -0,0 +1,117 @@
+import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js";
+import { z } from "zod";
+import {
+  findModelsSupporting,
+  getModelParams,
+  listCatalogModels,
+  validateModelParams,
+  type ToolPayload,
+} from "./tools.js";
+
+/** Every tool here is a pure read over data compiled into the package. */
+const READ_ONLY = { readOnlyHint: true, idempotentHint: true, openWorldHint: false } as const;
+
+function reply(payload: ToolPayload) {
+  return { content: [{ type: "text" as const, text: JSON.stringify(payload, null, 2) }] };
+}
+
+/**
+ * Build the server. Kept separate from the stdio entry point so tests can drive
+ * it over an in-memory transport.
+ */
+export function createServer(): McpServer {
+  const server = new McpServer(
+    { name: "modelparams", version: "0.0.1" },
+    {
+      instructions:
+        "Answers what parameters an LLM accepts, using the modelparams.dev catalog of " +
+        "239 models. Call validate_model_params before issuing any LLM request that sets " +
+        "non-default parameters, and when diagnosing a 400 from a provider — it catches " +
+        "unsupported parameters and invalid combinations that a provider would reject or " +
+        "silently ignore.",
+    },
+  );
+
+  server.registerTool(
+    "validate_model_params",
+    {
+      title: "Validate model parameters",
+      description:
+        "Check a set of LLM request parameters against what a model actually accepts, before " +
+        "calling the provider. Catches unknown parameters, out-of-range values, and " +
+        "combinations the provider rejects — such as top_p alongside a non-default " +
+        "temperature on Anthropic models, or sampling knobs on reasoning models. Returns a " +
+        "corrected `safeParams` payload that is guaranteed to validate. Use this whenever " +
+        "writing or debugging code that calls an LLM API with non-default parameters.",
+      inputSchema: {
+        model: z
+          .string()
+          .describe('Catalog id ("anthropic/claude-opus-4-7") or bare model slug ("gpt-5.5").'),
+        params: z
+          .record(z.unknown())
+          .optional()
+          .describe(
+            'Provider-native parameter paths to values, e.g. {"temperature": 0.7, "thinking.type": "enabled"}.',
+          ),
+      },
+      annotations: READ_ONLY,
+    },
+    async (args) => reply(validateModelParams(args)),
+  );
+
+  server.registerTool(
+    "get_model_params",
+    {
+      title: "Get model parameters",
+      description:
+        "List every parameter a model accepts, with its type, allowed range or enum values, " +
+        "default, and any conditional rules governing when it applies. Use before writing " +
+        "code that calls a model, or when building a model settings UI.",
+      inputSchema: {
+        model: z.string().describe('Catalog id ("openai/gpt-5.5") or bare model slug ("gpt-5.5").'),
+      },
+      annotations: READ_ONLY,
+    },
+    async (args) => reply(getModelParams(args)),
+  );
+
+  server.registerTool(
+    "list_models",
+    {
+      title: "List catalog models",
+      description:
+        "List model ids in the modelparams.dev catalog, optionally filtered by provider or a " +
+        "substring. Use to discover the exact id the other tools expect.",
+      inputSchema: {
+        provider: z
+          .string()
+          .optional()
+          .describe('Restrict to one provider slug, e.g. "anthropic", "openai", "google".'),
+        query: z.string().optional().describe("Case-insensitive substring match on the model id."),
+        limit: z.number().int().positive().max(1000).optional().describe("Default 100."),
+      },
+      annotations: READ_ONLY,
+    },
+    async (args) => reply(listCatalogModels(args)),
+  );
+
+  server.registerTool(
+    "find_models_supporting",
+    {
+      title: "Find models supporting a parameter",
+      description:
+        'Find which models accept a given parameter, e.g. "reasoning_effort", ' +
+        '"thinking.budget_tokens", or "top_k". Use to answer "which models support X" or to ' +
+        "pick a model that exposes a knob you need.",
+      inputSchema: {
+        parameter: z.string().describe('Exact parameter path, e.g. "top_k" or "thinking.type".'),
+        provider: z.string().optional().describe("Restrict to one provider slug."),
+        limit: z.number().int().positive().max(1000).optional().describe("Default 100."),
+      },
+      annotations: READ_ONLY,
+    },
+    async (args) => reply(findModelsSupporting(args)),
+  );
+
+  return server;
+}
diff --git a/packages/modelparams-mcp/src/tools.ts b/packages/modelparams-mcp/src/tools.ts
new file mode 100644
index 0000000..6d47785
--- /dev/null
+++ b/packages/modelparams-mcp/src/tools.ts
@@ -0,0 +1,194 @@
+import {
+  CATALOG,
+  dropUnsupported,
+  getDefaults,
+  getModel,
+  listModels,
+  PROVIDERS,
+  resolveModelId,
+  type ModelId,
+  type Param,
+  type Provider,
+} from "modelparams";
+
+/** Everything a tool returns: a JSON-serialisable payload the agent can act on. */
+export type ToolPayload = Record<string, unknown>;
+
+function modelIdOf(entry: (typeof CATALOG)[number]): ModelId {
+  const suffix = entry.authType === "api_key" ? "" : "-subscription";
+  return `${entry.provider}/${entry.model}${suffix}` as ModelId;
+}
+
+/**
+ * Turn an unresolvable model reference into a payload that tells the agent how
+ * to recover, rather than a bare error it will retry verbatim.
+ */
+function unresolved(
+  input: string,
+  result: Exclude<ReturnType<typeof resolveModelId>, { ok: true }>,
+): ToolPayload {
+  if (result.reason === "ambiguous") {
+    return {
+      error: "ambiguous_model",
+      message: `"${input}" is published by more than one provider. Retry with one of the qualified ids below.`,
+      matches: result.matches,
+    };
+  }
+  return {
+    error: "unknown_model",
+    message: `"${input}" is not in the catalog. Call list_models to browse, or retry with one of the suggestions below.`,
+    suggestions: result.suggestions,
+  };
+}
+
+function describeParam(param: Param): ToolPayload {
+  return {
+    path: param.path,
+    label: param.label,
+    type: param.type,
+    group: param.group,
+    description: param.description,
+    ...(param.default !== undefined ? { default: param.default } : {}),
+    ...(param.range ? { range: param.range } : {}),
+    ...(param.values ? { values: param.values } : {}),
+    ...(param.applicability ? { appliesOnlyWhen: param.applicability } : {}),
+  };
+}
+
+/**
+ * The hero tool: does this request survive contact with the provider?
+ *
+ * Returns the diagnosis and a corrected payload, so an agent that doesn't want
+ * to reason about the rules can just take `safeParams` and proceed.
+ */
+export function validateModelParams(input: {
+  model: string;
+  params?: Record<string, unknown>;
+}): ToolPayload {
+  const resolved = resolveModelId(input.model);
+  if (!resolved.ok) return unresolved(input.model, resolved);
+
+  const supplied = input.params ?? {};
+  const { params: safeParams, dropped } = dropUnsupported(resolved.id, supplied);
+  const entry = getModel(resolved.id);
+
+  return {
+    model: resolved.id,
+    provider: entry.provider,
+    authType: entry.authType,
+    valid: dropped.length === 0,
+    summary:
+      dropped.length === 0
+        ? `All ${Object.keys(supplied).length} parameter(s) are accepted by ${resolved.id}.`
+        : `${dropped.length} parameter(s) would be rejected or silently ignored by ${resolved.id}.`,
+    issues: dropped.map((d) => ({
+      path: d.path,
+      code: d.code,
+      message: d.reason,
+      ...(d.conflictsWith ? { conflictsWith: d.conflictsWith } : {}),
+    })),
+    safeParams,
+    docs: `https://modelparams.dev/models/${resolved.id}`,
+  };
+}
+
+/** Full parameter surface for one model, including conditional rules. */
+export function getModelParams(input: { model: string }): ToolPayload {
+  const resolved = resolveModelId(input.model);
+  if (!resolved.ok) return unresolved(input.model, resolved);
+
+  const entry = getModel(resolved.id);
+  const params = entry.params as readonly Param[];
+  return {
+    model: resolved.id,
+    provider: entry.provider,
+    authType: entry.authType,
+    parameterCount: params.length,
+    params: params.map(describeParam),
+    defaults: getDefaults(resolved.id),
+    docs: `https://modelparams.dev/models/${resolved.id}`,
+  };
+}
+
+/** Browse the catalog to find the exact id the other tools expect. */
+export function listCatalogModels(input: {
+  provider?: string;
+  query?: string;
+  limit?: number;
+}): ToolPayload {
+  const { provider, query, limit = 100 } = input;
+
+  if (provider && !PROVIDERS.includes(provider as Provider)) {
+    return {
+      error: "unknown_provider",
+      message: `"${provider}" is not a provider in the catalog.`,
+      providers: PROVIDERS,
+    };
+  }
+
+  let ids = provider ? listModels({ provider: provider as Provider }) : listModels();
+  if (query) {
+    const needle = query.toLowerCase();
+    ids = ids.filter((id) => id.toLowerCase().includes(needle));
+  }
+
+  return {
+    total: ids.length,
+    returned: Math.min(ids.length, limit),
+    truncated: ids.length > limit,
+    providers: provider ? [provider] : PROVIDERS,
+    models: ids.slice(0, limit),
+  };
+}
+
+/** Which models expose a given knob — the "can I use X anywhere?" question. */
+export function findModelsSupporting(input: {
+  parameter: string;
+  provider?: string;
+  limit?: number;
+}): ToolPayload {
+  const { parameter, provider, limit = 100 } = input;
+  const needle = parameter.toLowerCase();
+
+  const matches: { model: ModelId; param: Param }[] = [];
+  for (const entry of CATALOG) {
+    if (provider && entry.provider !== provider) continue;
+    const param = (entry.params as readonly Param[]).find((p) => p.path.toLowerCase() === needle);
+    if (param) matches.push({ model: modelIdOf(entry), param });
+  }
+
+  if (matches.length === 0) {
+    // A near-miss list beats an empty result — the caller usually has the
+    // provider's spelling of the parameter, not the catalog's.
+    const known = new Set<string>();
+    for (const entry of CATALOG) {
+      for (const p of entry.params as readonly Param[]) {
+        if (p.path.toLowerCase().includes(needle) || needle.includes(p.path.toLowerCase())) {
+          known.add(p.path);
+        }
+      }
+    }
+    return {
+      parameter,
+      total: 0,
+      message: `No model in the catalog accepts "${parameter}".`,
+      similarParameters: [...known].sort().slice(0, 10),
+    };
+  }
+
+  return {
+    parameter,
+    total: matches.length,
+    returned: Math.min(matches.length, limit),
+    truncated: matches.length > limit,
+    models: matches.slice(0, limit).map(({ model, param }) => ({
+      model,
+      type: param.type,
+      ...(param.default !== undefined ? { default: param.default } : {}),
+      ...(param.range ? { range: param.range } : {}),
+      ...(param.values ? { values: param.values } : {}),
+      ...(param.applicability ? { appliesOnlyWhen: param.applicability } : {}),
+    })),
+    docs: `https://modelparams.dev/parameters/${parameter.replace(/\./g, "-")}`,
+  };
+}
diff --git a/packages/modelparams-mcp/tests/server.test.ts b/packages/modelparams-mcp/tests/server.test.ts
new file mode 100644
index 0000000..517e359
--- /dev/null
+++ b/packages/modelparams-mcp/tests/server.test.ts
@@ -0,0 +1,205 @@
+import { Client } from "@modelcontextprotocol/sdk/client/index.js";
+import { InMemoryTransport } from "@modelcontextprotocol/sdk/inMemory.js";
+import { afterEach, beforeEach, describe, expect, it } from "vitest";
+import { createServer } from "../src/server.js";
+
+let client: Client;
+
+interface ParamInfo {
+  path: string;
+  type: string;
+  values?: string[];
+  appliesOnlyWhen?: unknown;
+}
+
+interface ValidateResult {
+  model: string;
+  provider: string;
+  valid: boolean;
+  summary: string;
+  issues: { path: string; code: string; message: string; conflictsWith?: string[] }[];
+  safeParams: Record<string, unknown>;
+  error?: string;
+  suggestions?: string[];
+}
+
+interface ModelParamsResult {
+  model: string;
+  parameterCount: number;
+  params: ParamInfo[];
+}
+
+interface ListResult {
+  total: number;
+  truncated: boolean;
+  models: string[];
+  providers: string[];
+  error?: string;
+}
+
+interface FindResult {
+  parameter: string;
+  total: number;
+  models: { model: string; type: string }[];
+  similarParameters?: string[];
+}
+
+/** Parse the JSON payload a tool replies with. */
+async function call<T>(name: string, args: Record<string, unknown>): Promise<T> {
+  const result = (await client.callTool({ name, arguments: args })) as {
+    content: { type: string; text: string }[];
+  };
+  return JSON.parse(result.content[0]!.text) as T;
+}
+
+beforeEach(async () => {
+  const [clientTransport, serverTransport] = InMemoryTransport.createLinkedPair();
+  client = new Client({ name: "test", version: "0.0.0" });
+  await Promise.all([createServer().connect(serverTransport), client.connect(clientTransport)]);
+});
+
+afterEach(async () => {
+  await client.close();
+});
+
+describe("tool discovery", () => {
+  it("advertises the four catalog tools", async () => {
+    const { tools } = await client.listTools();
+    expect(tools.map((t) => t.name).sort()).toEqual([
+      "find_models_supporting",
+      "get_model_params",
+      "list_models",
+      "validate_model_params",
+    ]);
+  });
+
+  it("marks every tool read-only", async () => {
+    const { tools } = await client.listTools();
+    for (const tool of tools) {
+      expect(tool.annotations?.readOnlyHint, tool.name).toBe(true);
+    }
+  });
+
+  it("describes each tool well enough for an agent to choose it", async () => {
+    const { tools } = await client.listTools();
+    for (const tool of tools) {
+      expect(tool.description!.length, tool.name).toBeGreaterThan(80);
+    }
+  });
+});
+
+describe("validate_model_params", () => {
+  it("passes a valid request", async () => {
+    const out = await call<ValidateResult>("validate_model_params", {
+      model: "anthropic/claude-3-opus-20240229",
+      params: { max_tokens: 1024, temperature: 1 },
+    });
+    expect(out.valid).toBe(true);
+    expect(out.issues).toEqual([]);
+  });
+
+  it("catches a conditional conflict and returns a corrected payload", async () => {
+    const out = await call<ValidateResult>("validate_model_params", {
+      model: "anthropic/claude-3-opus-20240229",
+      params: { temperature: 0.5, top_p: 0.9, max_tokens: 1024 },
+    });
+    expect(out.valid).toBe(false);
+    expect(out.issues[0]!.path).toBe("top_p");
+    expect(out.issues[0]!.code).toBe("not_applicable");
+    expect(out.safeParams).toEqual({ temperature: 0.5, max_tokens: 1024 });
+  });
+
+  it("catches a parameter the model does not expose", async () => {
+    const out = await call<ValidateResult>("validate_model_params", {
+      model: "openai/gpt-5.5",
+      params: { temperature: 0.7 },
+    });
+    expect(out.valid).toBe(false);
+    expect(out.issues[0]!.code).toBe("unknown_parameter");
+  });
+
+  it("treats an omitted params object as an empty request", async () => {
+    const out = await call<ValidateResult>("validate_model_params", { model: "openai/gpt-5.5" });
+    expect(out.valid).toBe(true);
+  });
+
+  it("guides recovery from an unknown model", async () => {
+    const out = await call<ValidateResult>("validate_model_params", {
+      model: "claude-opus-9",
+      params: {},
+    });
+    expect(out.error).toBe("unknown_model");
+    expect(Array.isArray(out.suggestions)).toBe(true);
+  });
+});
+
+describe("get_model_params", () => {
+  it("returns typed parameters and defaults", async () => {
+    const out = await call<ModelParamsResult>("get_model_params", { model: "gpt-5.5" });
+    expect(out.model).toBe("openai/gpt-5.5");
+    expect(out.parameterCount).toBeGreaterThan(0);
+    const effort = out.params.find((p) => p.path === "reasoning_effort");
+    expect(effort!.type).toBe("enum");
+    expect(effort!.values).toContain("low");
+  });
+
+  it("surfaces conditional rules", async () => {
+    const out = await call<ModelParamsResult>("get_model_params", {
+      model: "anthropic/claude-opus-4-7",
+    });
+    const display = out.params.find((p) => p.path === "thinking.display");
+    expect(display!.appliesOnlyWhen).toBeDefined();
+  });
+});
+
+describe("list_models", () => {
+  it("lists the whole catalog", async () => {
+    const out = await call<ListResult>("list_models", {});
+    expect(out.total).toBeGreaterThan(200);
+  });
+
+  it("filters by provider", async () => {
+    const out = await call<ListResult>("list_models", { provider: "anthropic" });
+    expect(out.total).toBeGreaterThan(0);
+    expect(out.models.every((m) => m.startsWith("anthropic/"))).toBe(true);
+  });
+
+  it("filters by substring", async () => {
+    const out = await call<ListResult>("list_models", { query: "opus" });
+    expect(out.models.every((m) => m.includes("opus"))).toBe(true);
+  });
+
+  it("reports an unknown provider with the valid set", async () => {
+    const out = await call<ListResult>("list_models", { provider: "nope" });
+    expect(out.error).toBe("unknown_provider");
+    expect(out.providers).toContain("openai");
+  });
+
+  it("flags truncation rather than silently cutting off", async () => {
+    const out = await call<ListResult>("list_models", { limit: 5 });
+    expect(out.models).toHaveLength(5);
+    expect(out.truncated).toBe(true);
+  });
+});
+
+describe("find_models_supporting", () => {
+  it("finds models exposing a parameter", async () => {
+    const out = await call<FindResult>("find_models_supporting", { parameter: "top_k" });
+    expect(out.total).toBeGreaterThan(0);
+    expect(out.models[0]!.model).toBeTruthy();
+  });
+
+  it("scopes to a provider", async () => {
+    const out = await call<FindResult>("find_models_supporting", {
+      parameter: "top_k",
+      provider: "anthropic",
+    });
+    expect(out.models.every((m) => m.model.startsWith("anthropic/"))).toBe(true);
+  });
+
+  it("suggests near misses when nothing matches", async () => {
+    const out = await call<FindResult>("find_models_supporting", { parameter: "temperatur" });
+    expect(out.total).toBe(0);
+    expect(out.similarParameters).toContain("temperature");
+  });
+});
diff --git a/packages/modelparams-mcp/tsconfig.build.json b/packages/modelparams-mcp/tsconfig.build.json
new file mode 100644
index 0000000..cc5774c
--- /dev/null
+++ b/packages/modelparams-mcp/tsconfig.build.json
@@ -0,0 +1,6 @@
+{
+  "extends": "./tsconfig.json",
+  "compilerOptions": {
+    "noEmit": false
+  }
+}
diff --git a/packages/modelparams-mcp/tsconfig.json b/packages/modelparams-mcp/tsconfig.json
new file mode 100644
index 0000000..37a155e
--- /dev/null
+++ b/packages/modelparams-mcp/tsconfig.json
@@ -0,0 +1,16 @@
+{
+  "extends": "../../tsconfig.json",
+  "compilerOptions": {
+    "rootDir": "./src",
+    "outDir": "./dist",
+    "declaration": true,
+    "declarationMap": true,
+    "sourceMap": true,
+    "composite": false,
+    "moduleResolution": "NodeNext",
+    "module": "NodeNext",
+    "paths": {}
+  },
+  "include": ["src/**/*.ts"],
+  "exclude": ["node_modules", "dist", "tests"]
+}
diff --git a/packages/modelparams-mcp/vitest.config.ts b/packages/modelparams-mcp/vitest.config.ts
new file mode 100644
index 0000000..ad1485e
--- /dev/null
+++ b/packages/modelparams-mcp/vitest.config.ts
@@ -0,0 +1,10 @@
+import { defineConfig } from "vitest/config";
+
+export default defineConfig({
+  test: {
+    environment: "node",
+    include: ["tests/**/*.test.ts"],
+    globals: false,
+    reporters: "default",
+  },
+});
diff --git a/src/build/build.ts b/src/build/build.ts
index c984c41..88253f1 100644
--- a/src/build/build.ts
+++ b/src/build/build.ts
@@ -159,6 +159,7 @@ async function writeApiIndex(modelCount: number): Promise<void> {
       validate: "POST /api/v1/validate",
     },
     modelCount,
+    mcp: "npx -y modelparams-mcp",
     docs: "https://github.com/mnfst/modelparams.dev#api",
   };
   await writeJson(path.join(DIST_API_DIR, "index.json"), body);
diff --git a/src/data/llms.ts b/src/data/llms.ts
index 4616760..bd3ef9c 100644
--- a/src/data/llms.ts
+++ b/src/data/llms.ts
@@ -80,6 +80,18 @@ function guideApi(siteUrl: string): string[] {
     "exists but conflicts with another value in the same request, listed in",
     "`conflictsWith`).",
     "",
+    "## MCP server",
+    "",
+    "Agents can query the catalog over the Model Context Protocol instead of HTTP. The",
+    "server runs on stdio and bundles the catalog, so it needs no network access:",
+    "",
+    "```bash",
+    "npx -y modelparams-mcp",
+    "```",
+    "",
+    "Tools: `validate_model_params`, `get_model_params`, `list_models`,",
+    "`find_models_supporting`.",
+    "",
     "## JSON Schema",
     "",
     "Every entry validates against a JSON Schema you can use in your editor or pipeline:",
diff --git a/src/views/api.ejs b/src/views/api.ejs
index 4eb8c0a..0df5744 100644
--- a/src/views/api.ejs
+++ b/src/views/api.ejs
@@ -109,6 +109,25 @@
       </p>
     </section>
 
+    <!-- MCP -->
+    <section>
+      <h2 class="text-slate-900 dark:text-slate-100">MCP server</h2>
+      <p class="mt-2 text-slate-600 dark:text-slate-300">
+        Let a coding agent check the catalog itself. The server speaks the Model Context Protocol over stdio and bundles
+        the catalog, so it works with no network access.
+      </p>
+      <div class="mt-4">
+        <pre class="overflow-x-auto border border-slate-200 bg-slate-900 px-5 py-4 font-mono text-sm leading-relaxed text-slate-200 dark:border-[hsla(60,2%,12%,0.17)] dark:bg-[#0d0d0d]"><code>npx -y modelparams-mcp</code></pre>
+      </div>
+      <p class="mt-3 text-sm text-slate-500 dark:text-slate-400">
+        Tools:
+        <code class="font-mono text-xs">validate_model_params</code>,
+        <code class="font-mono text-xs">get_model_params</code>,
+        <code class="font-mono text-xs">list_models</code>,
+        <code class="font-mono text-xs">find_models_supporting</code>.
+      </p>
+    </section>
+
     <!-- JSON Schema -->
     <section>
       <h2 class="text-slate-900 dark:text-slate-100">JSON Schema</h2>