diff --git a/README.md b/README.md
index b14d5aa99..ac4b595e8 100644
--- a/README.md
+++ b/README.md
@@ -81,6 +81,14 @@ npm run generate-embeddings   # Generate vector embeddings
 
 Automated jobs run daily to keep content updated.
 
+## MCP
+
+The backend also exposes a [Model Context Protocol](https://modelcontextprotocol.io)
+endpoint at `/mcp` with two tools (`search_all`, `get_full_document`) — the
+same tools the `/ask` assistant uses. Point any MCP-compatible client at
+`https://search-api.fluffylabs.dev/mcp` to query the index. See
+[`backend/README.md`](./backend/README.md#mcp) for details.
+
 ## Deployment
 
 - **Backend**: Deployed to <https://search-api.fluffylabs.dev>
diff --git a/backend/README.md b/backend/README.md
index f40138fdd..42abb8485 100644
--- a/backend/README.md
+++ b/backend/README.md
@@ -72,3 +72,95 @@ The application includes scheduled cron jobs that run daily to:
 - `GET /search/graypaper` - Search graypaper sections
 - `GET /search/discords` - Search Discord messages
 - `GET /embeddings` - Get embeddings for a query
+- `POST /ask` - Streaming AI assistant (SSE). See [Ask API](#ask-api).
+- `POST|GET|DELETE /mcp` - Model Context Protocol endpoint. See [MCP](#mcp).
+
+## Ask API
+
+`POST /ask` runs an agent loop that answers questions using the JAM knowledge
+base. Responses stream back as Server-Sent Events.
+
+Request body:
+
+```json
+{
+  "messages": [{ "role": "user", "content": "What is a refinement context?" }],
+  "model": "openai/gpt-4o-mini",
+  "openrouterKey": "sk-or-..."
+}
+```
+
+The agent has access to two tools — `search_all` (unified search across all
+sources) and `get_full_document` (fetch full markdown by id). These are the
+same tools exposed via [MCP](#mcp).
+
+## MCP
+
+The backend serves a [Model Context Protocol](https://modelcontextprotocol.io)
+endpoint at `/mcp` using the Streamable HTTP transport. It exposes the same
+two tools the `/ask` agent uses:
+
+- `search_all(query, limit?)` — unified search across graypaper, discord,
+  matrix and pages. Returns an array of result chunks, each with a stable `id`,
+  `sourceType`, and content preview.
+- `get_full_document(id)` — fetch the full markdown of a document by id
+  returned from `search_all`.
+
+### Design choices
+
+- **Stateless.** A fresh `Server` + `Transport` is created per request. No
+  session state is kept between calls; `initialize` does not return an
+  `mcp-session-id` header and there is no `GET` / `DELETE` lifecycle. Any
+  MCP client that supports stateless Streamable HTTP works.
+- **No CORS.** `/mcp` intentionally sets no `Access-Control-Allow-Origin`
+  header. It is meant for server-to-server / local MCP clients, not browser
+  origins. The other endpoints still apply CORS for the frontend.
+- **No embeddings.** Tool calls run fulltext-only search; the server's
+  OpenAI quota is never spent on anonymous MCP traffic. `/ask` still uses
+  hybrid search because the caller supplies their own OpenRouter key.
+
+### Connecting a client
+
+Point any MCP client at the public deployment or your local dev server:
+
+- Production: `https://search-api.fluffylabs.dev/mcp`
+- Local dev: `http://localhost:3000/mcp`
+
+Example Claude Desktop (`claude_desktop_config.json`) entry:
+
+```json
+{
+  "mcpServers": {
+    "jam-search": {
+      "url": "https://search-api.fluffylabs.dev/mcp"
+    }
+  }
+}
+```
+
+### Manual probe
+
+Stateless mode means a single POST per interaction — no session bookkeeping.
+
+```bash
+# Initialize and read the server's advertised capabilities:
+curl -s -X POST http://localhost:3000/mcp \
+  -H 'Content-Type: application/json' \
+  -H 'Accept: application/json, text/event-stream' \
+  -d '{"jsonrpc":"2.0","id":1,"method":"initialize",
+       "params":{"protocolVersion":"2025-03-26","capabilities":{},
+                 "clientInfo":{"name":"probe","version":"0.0.1"}}}'
+
+# List the two tools:
+curl -s -X POST http://localhost:3000/mcp \
+  -H 'Content-Type: application/json' \
+  -H 'Accept: application/json, text/event-stream' \
+  -d '{"jsonrpc":"2.0","id":2,"method":"tools/list"}'
+
+# Call search_all:
+curl -s -X POST http://localhost:3000/mcp \
+  -H 'Content-Type: application/json' \
+  -H 'Accept: application/json, text/event-stream' \
+  -d '{"jsonrpc":"2.0","id":3,"method":"tools/call",
+       "params":{"name":"search_all","arguments":{"query":"refine"}}}'
+```
diff --git a/backend/package.json b/backend/package.json
index cb92140ec..da275f771 100644
--- a/backend/package.json
+++ b/backend/package.json
@@ -16,6 +16,7 @@
   },
   "dependencies": {
     "@hono/node-server": "^1.19.13",
+    "@modelcontextprotocol/sdk": "^1.29.0",
     "@octokit/rest": "^22.0.1",
     "@orama/orama": "^3.1.18",
     "cheerio": "^1.2.0",
diff --git a/backend/src/__tests__/ask/tools.test.ts b/backend/src/__tests__/ask/tools.test.ts
index 00219837b..e4d781a57 100644
--- a/backend/src/__tests__/ask/tools.test.ts
+++ b/backend/src/__tests__/ask/tools.test.ts
@@ -1,5 +1,10 @@
 import { describe, expect, it } from "vitest";
-import { executeGetFullDocument, executeSearchAll } from "../../ask/tools.js";
+import {
+  executeGetFullDocument,
+  executeSearchAll,
+  TOOL_DEFINITIONS,
+  TOOL_SPECS,
+} from "../../ask/tools.js";
 import { createSearchDB, insertDoc } from "../../data/searchIndex.js";
 
 describe("executeSearchAll", () => {
@@ -78,3 +83,23 @@ describe("executeGetFullDocument", () => {
     expect(result).toBeNull();
   });
 });
+
+describe("tool specs", () => {
+  it("TOOL_DEFINITIONS is derived 1:1 from TOOL_SPECS (no duplication)", () => {
+    expect(TOOL_DEFINITIONS.map((d) => d.function.name)).toEqual(
+      TOOL_SPECS.map((s) => s.name)
+    );
+    for (let i = 0; i < TOOL_SPECS.length; i++) {
+      expect(TOOL_DEFINITIONS[i].function.description).toBe(
+        TOOL_SPECS[i].description
+      );
+    }
+  });
+
+  it("search_all parameters do not require `limit`", () => {
+    const spec = TOOL_DEFINITIONS.find((d) => d.function.name === "search_all");
+    expect(spec).toBeDefined();
+    const params = spec?.function.parameters as { required?: string[] };
+    expect(params.required).toEqual(["query"]);
+  });
+});
diff --git a/backend/src/__tests__/mcp/handler.test.ts b/backend/src/__tests__/mcp/handler.test.ts
new file mode 100644
index 000000000..e2d5ef1d2
--- /dev/null
+++ b/backend/src/__tests__/mcp/handler.test.ts
@@ -0,0 +1,77 @@
+import { describe, expect, it } from "vitest";
+import { createApp } from "../../api.js";
+import { createSearchDB, insertDoc } from "../../data/searchIndex.js";
+
+function initBody() {
+  return {
+    jsonrpc: "2.0",
+    id: 1,
+    method: "initialize",
+    params: {
+      protocolVersion: "2025-03-26",
+      capabilities: {},
+      clientInfo: { name: "handler-test", version: "0.0.1" },
+    },
+  };
+}
+
+function mcpHeaders() {
+  return {
+    "Content-Type": "application/json",
+    Accept: "application/json, text/event-stream",
+  };
+}
+
+describe("/mcp HTTP handler", () => {
+  it("handles initialize stateless (no CORS, no session id) and returns SSE body", async () => {
+    const db = createSearchDB();
+    insertDoc(db, {
+      type: "graypaper_section",
+      title: "Accumulate",
+      content: "The accumulate function processes work results.",
+    });
+    const app = createApp(db, "./data");
+
+    const res = await app.fetch(
+      new Request("http://x/mcp", {
+        method: "POST",
+        headers: mcpHeaders(),
+        body: JSON.stringify(initBody()),
+      })
+    );
+
+    expect(res.status).toBe(200);
+    // CORS must not be advertised for server-to-server endpoint.
+    expect(res.headers.get("access-control-allow-origin")).toBeNull();
+    // Stateless: transport must not mint a session id.
+    expect(res.headers.get("mcp-session-id")).toBeNull();
+
+    const text = await res.text();
+    expect(text).toContain("protocolVersion");
+    expect(text).toContain("jam-search");
+  });
+
+  it("rejects initialize when Accept header is missing text/event-stream", async () => {
+    const app = createApp(createSearchDB(), "./data");
+    const res = await app.fetch(
+      new Request("http://x/mcp", {
+        method: "POST",
+        headers: { "Content-Type": "application/json" },
+        body: JSON.stringify(initBody()),
+      })
+    );
+    // MCP transport rejects with 406 when the client didn't advertise SSE.
+    expect(res.status).toBe(406);
+  });
+
+  it("applies CORS to non-MCP routes (sanity check)", async () => {
+    const app = createApp(createSearchDB(), "./data");
+    const res = await app.fetch(
+      new Request("http://x/health", {
+        headers: { Origin: "https://example.com" },
+      })
+    );
+    expect(res.status).toBe(200);
+    expect(res.headers.get("access-control-allow-origin")).not.toBeNull();
+  });
+});
diff --git a/backend/src/__tests__/mcp/server.test.ts b/backend/src/__tests__/mcp/server.test.ts
new file mode 100644
index 000000000..8d94061b5
--- /dev/null
+++ b/backend/src/__tests__/mcp/server.test.ts
@@ -0,0 +1,104 @@
+import { Client } from "@modelcontextprotocol/sdk/client/index.js";
+import { InMemoryTransport } from "@modelcontextprotocol/sdk/inMemory.js";
+import { afterEach, describe, expect, it } from "vitest";
+import { createSearchDB, insertDoc } from "../../data/searchIndex.js";
+import { createMcpServer } from "../../mcp/server.js";
+
+describe("mcp server", () => {
+  const opened: Array<() => Promise<void>> = [];
+
+  afterEach(async () => {
+    await Promise.all(opened.map((close) => close()));
+    opened.length = 0;
+  });
+
+  async function connectClient(db = createSearchDB()) {
+    const server = createMcpServer(db, "./data");
+    const [clientTransport, serverTransport] =
+      InMemoryTransport.createLinkedPair();
+    const client = new Client({ name: "test", version: "0.0.0" });
+    await Promise.all([
+      server.connect(serverTransport),
+      client.connect(clientTransport),
+    ]);
+    opened.push(async () => {
+      // close() is idempotent in the MCP SDK; closing both sides cleans up
+      // protocol state, transport handlers, and linked transport pair.
+      await Promise.all([client.close(), server.close()]);
+    });
+    return { client, db };
+  }
+
+  it("lists exactly the two /ask tools", async () => {
+    const { client } = await connectClient();
+    const { tools } = await client.listTools();
+    const names = tools.map((t) => t.name).sort();
+    expect(names).toEqual(["get_full_document", "search_all"]);
+  });
+
+  it("does not mark `limit` as required on search_all", async () => {
+    const { client } = await connectClient();
+    const { tools } = await client.listTools();
+    const searchAll = tools.find((t) => t.name === "search_all");
+    expect(searchAll).toBeDefined();
+    const required = (searchAll?.inputSchema as { required?: string[] })
+      .required;
+    expect(required).toEqual(["query"]);
+  });
+
+  it("calls search_all and returns a text content block", async () => {
+    const db = createSearchDB();
+    insertDoc(db, {
+      type: "graypaper_section",
+      title: "Accumulate",
+      content: "The accumulate function processes work results.",
+    });
+    const { client } = await connectClient(db);
+
+    const result = await client.callTool({
+      name: "search_all",
+      arguments: { query: "accumulate" },
+    });
+
+    expect(result.isError).toBeFalsy();
+    const content = result.content as Array<{ type: string; text: string }>;
+    expect(content[0].type).toBe("text");
+    const parsed = JSON.parse(content[0].text) as Array<{ id: string }>;
+    expect(Array.isArray(parsed)).toBe(true);
+    expect(parsed.length).toBeGreaterThan(0);
+    expect(typeof parsed[0].id).toBe("string");
+  });
+
+  it("calls get_full_document and returns the doc body", async () => {
+    const db = createSearchDB();
+    const id = insertDoc(db, {
+      type: "graypaper_section",
+      title: "Accumulate",
+      content: "Full body of the accumulate section...",
+    });
+    const { client } = await connectClient(db);
+
+    const result = await client.callTool({
+      name: "get_full_document",
+      arguments: { id },
+    });
+
+    expect(result.isError).toBeFalsy();
+    const content = result.content as Array<{ type: string; text: string }>;
+    const parsed = JSON.parse(content[0].text) as {
+      id: string;
+      content: string;
+    };
+    expect(parsed.id).toBe(id);
+    expect(parsed.content).toContain("Full body of the accumulate section");
+  });
+
+  it("returns isError for get_full_document with an unknown id", async () => {
+    const { client } = await connectClient();
+    const result = await client.callTool({
+      name: "get_full_document",
+      arguments: { id: "does-not-exist" },
+    });
+    expect(result.isError).toBe(true);
+  });
+});
diff --git a/backend/src/api.ts b/backend/src/api.ts
index ce17d37af..0d1b77c37 100644
--- a/backend/src/api.ts
+++ b/backend/src/api.ts
@@ -19,6 +19,7 @@ import {
 import { searchPages, searchPagesRequestSchema } from "./api/searchPages.js";
 import { embeddingCache } from "./cache/embeddingCache.js";
 import type { SearchDB } from "./data/searchIndex.js";
+import { createMcpHandler } from "./mcp/handler.js";
 
 const isDevelopment = process.env.NODE_ENV === "development";
 
@@ -28,14 +29,18 @@ export function createApp(db: SearchDB, dataDir: string) {
   // Middleware
   app.use(logger());
 
-  app.use(
-    cors({
-      origin: isDevelopment
-        ? (origin) =>
-            /^https?:\/\/localhost(:\d+)?$/.test(origin) ? origin : null
-        : "*",
-    })
-  );
+  // CORS is only relevant for browser-origin callers; /mcp is server-to-server
+  // and must not advertise any allowed origin. Skip the middleware for it.
+  const corsMiddleware = cors({
+    origin: isDevelopment
+      ? (origin) =>
+          /^https?:\/\/localhost(:\d+)?$/.test(origin) ? origin : null
+      : "*",
+  });
+  app.use(async (c, next) => {
+    if (c.req.path === "/mcp") return next();
+    return corsMiddleware(c, next);
+  });
 
   // Health check endpoint
   app.get("/health", (c) => {
@@ -80,5 +85,9 @@ export function createApp(db: SearchDB, dataDir: string) {
 
   app.post("/ask", handleAsk(db, dataDir));
 
+  // MCP (Model Context Protocol): stateless Streamable HTTP endpoint exposing
+  // the same two tools the /ask agent uses (search_all + get_full_document).
+  app.all("/mcp", createMcpHandler(db, dataDir));
+
   return app;
 }
diff --git a/backend/src/ask/tools.ts b/backend/src/ask/tools.ts
index f91ae6977..d9957b236 100644
--- a/backend/src/ask/tools.ts
+++ b/backend/src/ask/tools.ts
@@ -1,5 +1,6 @@
 import { getByID } from "@orama/orama";
 import OpenAI from "openai";
+import { z } from "zod";
 import * as matrix from "../../../shared/matrix.js";
 import { searchDiscords } from "../api/searchDiscords.js";
 import { searchGraypaper } from "../api/searchGraypapers.js";
@@ -82,13 +83,19 @@ function truncate(text: string, max = 500): string {
 export async function executeSearchAll(
   args: { query: string; limit?: number },
   db: SearchDB,
-  dataDir: string
+  dataDir: string,
+  options: { useEmbeddings?: boolean } = {}
 ): Promise<UnifiedSearchResult[]> {
   const limit = args.limit ?? 10;
 
   // Attempt to compute a query embedding for hybrid (text + vector) search.
   // Falls back to fulltext-only if the API key is absent or the call fails.
-  const embedding = await computeQueryEmbedding(args.query);
+  // MCP callers pass useEmbeddings: false to avoid spending the server's
+  // OpenAI quota on anonymous traffic.
+  const embedding =
+    options.useEmbeddings === false
+      ? null
+      : await computeQueryEmbedding(args.query);
   const embeddingKey = embedding ? embeddingCache.store(embedding) : "";
 
   const [pages, discord, matrixRes, graypaper] = await Promise.all([
@@ -230,51 +237,48 @@ export async function executeGetFullDocument(
 }
 
 /**
- * Tool definitions in OpenAI chat-completions tool format. OpenRouter accepts
- * these unchanged. Only two tools: unified search + full-doc fetch.
+ * Single source of truth for the two tools exposed by both /ask (OpenAI
+ * tool-call format) and /mcp (MCP tools/list format). Each surface derives its
+ * wire format from these specs.
  */
-export const TOOL_DEFINITIONS = [
+export const TOOL_SPECS = [
   {
-    type: "function" as const,
-    function: {
-      name: "search_all",
-      description:
-        "Search across all indexed knowledge sources (graypaper, discord, matrix, pages). Returns up to `limit` result chunks with a stable `id`, a `sourceType`, and a short preview of the content. Use this first to discover relevant material; follow up with get_full_document if a preview is insufficient.",
-      parameters: {
-        type: "object",
-        properties: {
-          query: {
-            type: "string",
-            description: "Natural-language or keyword query.",
-          },
-          limit: {
-            type: "integer",
-            minimum: 1,
-            maximum: 20,
-            default: 10,
-            description: "Max results per source (so up to 4 × limit total).",
-          },
-        },
-        required: ["query"],
-      },
-    },
+    name: "search_all",
+    description:
+      "Search across all indexed knowledge sources (graypaper, discord, matrix, pages). Returns up to `limit` result chunks with a stable `id`, a `sourceType`, and a short preview of the content. Use this first to discover relevant material; follow up with get_full_document if a preview is insufficient.",
+    schema: z.object({
+      query: z.string().describe("Natural-language or keyword query."),
+      // `.optional()` after `.default()` keeps limit out of JSON-schema
+      // `required`, so strict clients don't have to pass a tunable.
+      limit: z
+        .number()
+        .int()
+        .min(1)
+        .max(20)
+        .default(10)
+        .optional()
+        .describe("Max results per source (so up to 4 × limit total)."),
+    }),
   },
   {
-    type: "function" as const,
-    function: {
-      name: "get_full_document",
-      description:
-        "Fetch the full markdown of a single document by the `id` returned from search_all. Use when a search preview is insufficient to answer the question.",
-      parameters: {
-        type: "object",
-        properties: {
-          id: {
-            type: "string",
-            description: "The `id` from a search_all result.",
-          },
-        },
-        required: ["id"],
-      },
-    },
+    name: "get_full_document",
+    description:
+      "Fetch the full markdown of a single document by the `id` returned from search_all. Use when a search preview is insufficient to answer the question.",
+    schema: z.object({
+      id: z.string().describe("The `id` from a search_all result."),
+    }),
   },
-];
+] as const;
+
+/**
+ * OpenAI chat-completions tool format, used by the /ask agent loop.
+ * OpenRouter accepts this unchanged.
+ */
+export const TOOL_DEFINITIONS = TOOL_SPECS.map((spec) => ({
+  type: "function" as const,
+  function: {
+    name: spec.name,
+    description: spec.description,
+    parameters: z.toJSONSchema(spec.schema),
+  },
+}));
diff --git a/backend/src/mcp/handler.ts b/backend/src/mcp/handler.ts
new file mode 100644
index 000000000..48eaebcb9
--- /dev/null
+++ b/backend/src/mcp/handler.ts
@@ -0,0 +1,30 @@
+// Stateless Streamable HTTP MCP endpoint. Every request gets a fresh
+// Server + Transport pair — no session map, no module-level state.
+import { WebStandardStreamableHTTPServerTransport } from "@modelcontextprotocol/sdk/server/webStandardStreamableHttp.js";
+import type { Context } from "hono";
+import type { SearchDB } from "../data/searchIndex.js";
+import { createMcpServer } from "./server.js";
+
+export function createMcpHandler(db: SearchDB, dataDir: string) {
+  return async (c: Context): Promise<Response> => {
+    const transport = new WebStandardStreamableHTTPServerTransport();
+    const server = createMcpServer(db, dataDir);
+    try {
+      await server.connect(transport);
+      return await transport.handleRequest(c.req.raw);
+    } catch (error) {
+      console.error("MCP request failed:", error);
+      return c.json(
+        {
+          jsonrpc: "2.0",
+          error: {
+            code: -32603,
+            message: "Internal server error",
+          },
+          id: null,
+        },
+        500
+      );
+    }
+  };
+}
diff --git a/backend/src/mcp/server.ts b/backend/src/mcp/server.ts
new file mode 100644
index 000000000..41823e958
--- /dev/null
+++ b/backend/src/mcp/server.ts
@@ -0,0 +1,109 @@
+// MCP server exposing the same two tools as the /ask agent. Tool specs and
+// implementations are sourced from ../ask/tools.ts so both surfaces stay in
+// sync. MCP explicitly disables embeddings to keep the server's OpenAI quota
+// off the anonymous path.
+import { Server } from "@modelcontextprotocol/sdk/server/index.js";
+import {
+  CallToolRequestSchema,
+  ListToolsRequestSchema,
+} from "@modelcontextprotocol/sdk/types.js";
+import { z } from "zod";
+
+import {
+  executeGetFullDocument,
+  executeSearchAll,
+  TOOL_SPECS,
+} from "../ask/tools.js";
+import type { SearchDB } from "../data/searchIndex.js";
+
+const MCP_TOOLS = TOOL_SPECS.map((spec) => ({
+  name: spec.name,
+  description: spec.description,
+  inputSchema: z.toJSONSchema(spec.schema),
+}));
+
+function specFor(name: string) {
+  return TOOL_SPECS.find((spec) => spec.name === name);
+}
+
+export function createMcpServer(db: SearchDB, dataDir: string): Server {
+  const server = new Server(
+    {
+      name: "jam-search",
+      version: "1.0.0",
+    },
+    {
+      capabilities: {
+        tools: {},
+      },
+    }
+  );
+
+  server.setRequestHandler(ListToolsRequestSchema, async () => {
+    return { tools: MCP_TOOLS };
+  });
+
+  server.setRequestHandler(CallToolRequestSchema, async (request) => {
+    const { name, arguments: args } = request.params;
+
+    try {
+      switch (name) {
+        case "search_all": {
+          const spec = specFor("search_all");
+          if (!spec) throw new Error("search_all spec missing");
+          const parsed = spec.schema.parse(args) as {
+            query: string;
+            limit?: number;
+          };
+          const results = await executeSearchAll(parsed, db, dataDir, {
+            useEmbeddings: false,
+          });
+          return {
+            content: [{ type: "text", text: JSON.stringify(results, null, 2) }],
+          };
+        }
+        case "get_full_document": {
+          const spec = specFor("get_full_document");
+          if (!spec) throw new Error("get_full_document spec missing");
+          const parsed = spec.schema.parse(args) as { id: string };
+          const doc = await executeGetFullDocument(parsed, db);
+          if (!doc) {
+            return {
+              content: [
+                { type: "text", text: `Document not found: ${parsed.id}` },
+              ],
+              isError: true,
+            };
+          }
+          return {
+            content: [{ type: "text", text: JSON.stringify(doc, null, 2) }],
+          };
+        }
+        default:
+          return {
+            content: [{ type: "text", text: `Unknown tool: ${name}` }],
+            isError: true,
+          };
+      }
+    } catch (error) {
+      // Zod validation errors describe the caller's own input and are safe
+      // (and useful) to surface. Anything else might contain internal detail
+      // like file paths or DB errors — log server-side, return generic text.
+      if (error instanceof z.ZodError) {
+        return {
+          content: [
+            { type: "text", text: `Invalid arguments: ${error.message}` },
+          ],
+          isError: true,
+        };
+      }
+      console.error("MCP tool execution failed:", error);
+      return {
+        content: [{ type: "text", text: "Tool execution failed" }],
+        isError: true,
+      };
+    }
+  });
+
+  return server;
+}
diff --git a/package-lock.json b/package-lock.json
index a5c6409df..628bf1c18 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -25,6 +25,7 @@
       "version": "1.0.0",
       "dependencies": {
         "@hono/node-server": "^1.19.13",
+        "@modelcontextprotocol/sdk": "^1.29.0",
         "@octokit/rest": "^22.0.1",
         "@orama/orama": "^3.1.18",
         "cheerio": "^1.2.0",
@@ -1755,6 +1756,46 @@
       "integrity": "sha512-Y28PR25bHXUg88kCV7nivXrP2Nj2RueZ3/l/jdx6J9f8J4nsEGcgX0Qe6lt7Pa+J79+kPiJU3LguR6O/6zrLOw==",
       "license": "BSD-2-Clause"
     },
+    "node_modules/@modelcontextprotocol/sdk": {
+      "version": "1.29.0",
+      "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.29.0.tgz",
+      "integrity": "sha512-zo37mZA9hJWpULgkRpowewez1y6ML5GsXJPY8FI0tBBCd77HEvza4jDqRKOXgHNn867PVGCyTdzqpz0izu5ZjQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@hono/node-server": "^1.19.9",
+        "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/@napi-rs/wasm-runtime": {
       "version": "1.1.4",
       "resolved": "https://registry.npmjs.org/@napi-rs/wasm-runtime/-/wasm-runtime-1.1.4.tgz",
@@ -4473,6 +4514,19 @@
         "npm": ">=7.0.0"
       }
     },
+    "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/acorn": {
       "version": "8.16.0",
       "resolved": "https://registry.npmjs.org/acorn/-/acorn-8.16.0.tgz",
@@ -4512,6 +4566,23 @@
         "url": "https://github.com/sponsors/epoberezkin"
       }
     },
+    "node_modules/ajv-formats": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/ajv-formats/-/ajv-formats-3.0.1.tgz",
+      "integrity": "sha512-8iUql50EUR+uUcdRQ3HDqa6EVyo3docL8g5WJ3FNcWmu62IbkGUue/pEyLBW8VGKKucTPgqeks4fIU1DA4yowQ==",
+      "license": "MIT",
+      "dependencies": {
+        "ajv": "^8.0.0"
+      },
+      "peerDependencies": {
+        "ajv": "^8.0.0"
+      },
+      "peerDependenciesMeta": {
+        "ajv": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/ansi-regex": {
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
@@ -4606,6 +4677,46 @@
       "integrity": "sha512-q6tR3RPqIB1pMiTRMFcZwuG5T8vwp+vUvEG0vuI6B+Rikh5BfPp2fQ82c925FOs+b0lcFQ8CFrL+KbilfZFhOQ==",
       "license": "Apache-2.0"
     },
+    "node_modules/body-parser": {
+      "version": "2.2.2",
+      "resolved": "https://registry.npmjs.org/body-parser/-/body-parser-2.2.2.tgz",
+      "integrity": "sha512-oP5VkATKlNwcgvxi0vM0p/D3n2C3EReYVX+DNYs5TjZFn/oQt2j+4sVJtSMr18pdRr8wjTcBl6LoV+FUwzPmNA==",
+      "license": "MIT",
+      "dependencies": {
+        "bytes": "^3.1.2",
+        "content-type": "^1.0.5",
+        "debug": "^4.4.3",
+        "http-errors": "^2.0.0",
+        "iconv-lite": "^0.7.0",
+        "on-finished": "^2.4.1",
+        "qs": "^6.14.1",
+        "raw-body": "^3.0.1",
+        "type-is": "^2.0.1"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
+    "node_modules/body-parser/node_modules/iconv-lite": {
+      "version": "0.7.2",
+      "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.7.2.tgz",
+      "integrity": "sha512-im9DjEDQ55s9fL4EYzOAv0yMqmMBSZp6G0VvFyTMPKWxiSBHUj9NW/qqLmXUwXrrM7AvqSlTCfvqRb0cM8yYqw==",
+      "license": "MIT",
+      "dependencies": {
+        "safer-buffer": ">= 2.1.2 < 3.0.0"
+      },
+      "engines": {
+        "node": ">=0.10.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
     "node_modules/boolbase": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/boolbase/-/boolbase-1.0.0.tgz",
@@ -4657,6 +4768,44 @@
         "node": "^6 || ^7 || ^8 || ^9 || ^10 || ^11 || ^12 || >=13.7"
       }
     },
+    "node_modules/bytes": {
+      "version": "3.1.2",
+      "resolved": "https://registry.npmjs.org/bytes/-/bytes-3.1.2.tgz",
+      "integrity": "sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
+    "node_modules/call-bind-apply-helpers": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
+      "integrity": "sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==",
+      "license": "MIT",
+      "dependencies": {
+        "es-errors": "^1.3.0",
+        "function-bind": "^1.1.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/call-bound": {
+      "version": "1.0.4",
+      "resolved": "https://registry.npmjs.org/call-bound/-/call-bound-1.0.4.tgz",
+      "integrity": "sha512-+ys997U96po4Kx/ABpBCqhA9EuxJaQWDQg7295H4hBphv3IZg0boBKuwYpt4YXp6MZ5AmZQnU/tyMTlRpaSejg==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.2",
+        "get-intrinsic": "^1.3.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
     "node_modules/callsites": {
       "version": "3.1.0",
       "resolved": "https://registry.npmjs.org/callsites/-/callsites-3.1.0.tgz",
@@ -4927,6 +5076,28 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/content-disposition": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/content-disposition/-/content-disposition-1.1.0.tgz",
+      "integrity": "sha512-5jRCH9Z/+DRP7rkvY83B+yGIGX96OYdJmzngqnw2SBSxqCFPd0w2km3s5iawpGX8krnwSGmF0FW5Nhr0Hfai3g==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
+    "node_modules/content-type": {
+      "version": "1.0.5",
+      "resolved": "https://registry.npmjs.org/content-type/-/content-type-1.0.5.tgz",
+      "integrity": "sha512-nTjqfcBFEipKdXCv4YDQWCfmcLZKm81ldF0pAopTvyrFGVbcR6P/VAAd5G7N+0tTr8QqiU0tFadD6FK4NtJwOA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
     "node_modules/conventional-changelog-angular": {
       "version": "8.3.1",
       "resolved": "https://registry.npmjs.org/conventional-changelog-angular/-/conventional-changelog-angular-8.3.1.tgz",
@@ -4962,6 +5133,41 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/cookie": {
+      "version": "0.7.2",
+      "resolved": "https://registry.npmjs.org/cookie/-/cookie-0.7.2.tgz",
+      "integrity": "sha512-yki5XnKuf750l50uGTllt6kKILY4nQ1eNIQatoXEByZ5dWgnKqbnqmTrBE5B4N7lrMJKQ2ytWMiTO2o0v6Ew/w==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/cookie-signature": {
+      "version": "1.2.2",
+      "resolved": "https://registry.npmjs.org/cookie-signature/-/cookie-signature-1.2.2.tgz",
+      "integrity": "sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.6.0"
+      }
+    },
+    "node_modules/cors": {
+      "version": "2.8.6",
+      "resolved": "https://registry.npmjs.org/cors/-/cors-2.8.6.tgz",
+      "integrity": "sha512-tJtZBBHA6vjIAaF6EnIaq6laBBP9aq/Y3ouVJjEfoHbRBcHBAHYcMh/w8LDrk2PvIMMq8gmopa5D4V8RmbrxGw==",
+      "license": "MIT",
+      "dependencies": {
+        "object-assign": "^4",
+        "vary": "^1"
+      },
+      "engines": {
+        "node": ">= 0.10"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
     "node_modules/cosmiconfig": {
       "version": "9.0.1",
       "resolved": "https://registry.npmjs.org/cosmiconfig/-/cosmiconfig-9.0.1.tgz",
@@ -5009,7 +5215,6 @@
       "version": "7.0.6",
       "resolved": "https://registry.npmjs.org/cross-spawn/-/cross-spawn-7.0.6.tgz",
       "integrity": "sha512-uV2QOWP2nWzsy2aMp8aRibhi9dlzF5Hgh5SHaB9OiTGEyDTiJJyx0uy51QXdyWbtAHNua4XJzUKca3OzKUd3vA==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "path-key": "^3.1.0",
@@ -5101,6 +5306,15 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/depd": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/depd/-/depd-2.0.0.tgz",
+      "integrity": "sha512-g7nH6P6dyDioJogAAGprGpCtVImJhpPk/roCzdb3fIh61/s/nPsfR6onyMwkCAR/OlC3yBC0lESvUoQEAssIrw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/dequal": {
       "version": "2.0.3",
       "resolved": "https://registry.npmjs.org/dequal/-/dequal-2.0.3.tgz",
@@ -5262,6 +5476,26 @@
         "url": "https://dotenvx.com"
       }
     },
+    "node_modules/dunder-proto": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/dunder-proto/-/dunder-proto-1.0.1.tgz",
+      "integrity": "sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.1",
+        "es-errors": "^1.3.0",
+        "gopd": "^1.2.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/ee-first": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/ee-first/-/ee-first-1.1.1.tgz",
+      "integrity": "sha512-WMwm9LhRUo+WUaRN+vRuETqG89IgZphVSNkdFgeb6sS/E4OrDIN7t48CAewSHXc6C8lefD8KKfr5vY61brQlow==",
+      "license": "MIT"
+    },
     "node_modules/electron-to-chromium": {
       "version": "1.5.336",
       "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.336.tgz",
@@ -5275,6 +5509,15 @@
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       "license": "MIT"
     },
+    "node_modules/encodeurl": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/encodeurl/-/encodeurl-2.0.0.tgz",
+      "integrity": "sha512-Q0n9HRi4m6JuGIV1eFlmvJB7ZEVxu93IrMyiMsGC0lrMJMWzRgx6WGquyfQgZVb31vhGgXnfmPNNXmxnOkRBrg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/encoding-sniffer": {
       "version": "0.2.1",
       "resolved": "https://registry.npmjs.org/encoding-sniffer/-/encoding-sniffer-0.2.1.tgz",
@@ -5331,6 +5574,24 @@
         "is-arrayish": "^0.2.1"
       }
     },
+    "node_modules/es-define-property": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/es-define-property/-/es-define-property-1.0.1.tgz",
+      "integrity": "sha512-e3nRfgfUZ4rNGL232gUgX06QNyyez04KdjFrF+LTRoOXmrOgFKDg4BCdsjW8EnT69eqdYGmRpJwiPVYNrCaW3g==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/es-errors": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/es-errors/-/es-errors-1.3.0.tgz",
+      "integrity": "sha512-Zf5H2Kxt2xjTvbJvP2ZWLEICxA6j+hAmMzIlypy4xcBg1vKVnx89Wy0GbS+kf5cwCVFFzdCFh2XSCFNULS6csw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
     "node_modules/es-module-lexer": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/es-module-lexer/-/es-module-lexer-2.0.0.tgz",
@@ -5338,6 +5599,18 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/es-object-atoms": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/es-object-atoms/-/es-object-atoms-1.1.1.tgz",
+      "integrity": "sha512-FGgH2h8zKNim9ljj7dankFPcICIK9Cp5bm+c2gQSYePhpaG5+esrLODihIorn+Pe6FGJzWhXQotPv73jTaldXA==",
+      "license": "MIT",
+      "dependencies": {
+        "es-errors": "^1.3.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
     "node_modules/esbuild": {
       "version": "0.27.7",
       "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.27.7.tgz",
@@ -5389,6 +5662,12 @@
         "node": ">=6"
       }
     },
+    "node_modules/escape-html": {
+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/escape-html/-/escape-html-1.0.3.tgz",
+      "integrity": "sha512-NiSupZ4OeuGwr68lGIeym/ksIZMJodUGOSCZ/FSnTxcrekbvqrgdUxlJOMpijaKZVjAJrWrGs/6Jy8OMuyj9ow==",
+      "license": "MIT"
+    },
     "node_modules/escape-string-regexp": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-4.0.0.tgz",
@@ -5643,6 +5922,36 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/etag": {
+      "version": "1.8.1",
+      "resolved": "https://registry.npmjs.org/etag/-/etag-1.8.1.tgz",
+      "integrity": "sha512-aIL5Fx7mawVa300al2BnEE4iNvo1qETxLrPI/o05L7z6go7fCw1J6EQmbK4FmJ2AS7kgVF/KEZWufBfdClMcPg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/eventsource": {
+      "version": "3.0.7",
+      "resolved": "https://registry.npmjs.org/eventsource/-/eventsource-3.0.7.tgz",
+      "integrity": "sha512-CRT1WTyuQoD771GW56XEZFQ/ZoSfWid1alKGDYMmkt2yl8UXrVR4pspqWNEcqKvVIzg6PAltWjxcSSPrboA4iA==",
+      "license": "MIT",
+      "dependencies": {
+        "eventsource-parser": "^3.0.1"
+      },
+      "engines": {
+        "node": ">=18.0.0"
+      }
+    },
+    "node_modules/eventsource-parser": {
+      "version": "3.0.8",
+      "resolved": "https://registry.npmjs.org/eventsource-parser/-/eventsource-parser-3.0.8.tgz",
+      "integrity": "sha512-70QWGkr4snxr0OXLRWsFLeRBIRPuQOvt4s8QYjmUlmlkyTZkRqS7EDVRZtzU3TiyDbXSzaOeF0XUKy8PchzukQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18.0.0"
+      }
+    },
     "node_modules/expect-type": {
       "version": "1.3.0",
       "resolved": "https://registry.npmjs.org/expect-type/-/expect-type-1.3.0.tgz",
@@ -5653,6 +5962,67 @@
         "node": ">=12.0.0"
       }
     },
+    "node_modules/express": {
+      "version": "5.2.1",
+      "resolved": "https://registry.npmjs.org/express/-/express-5.2.1.tgz",
+      "integrity": "sha512-hIS4idWWai69NezIdRt2xFVofaF4j+6INOpJlVOLDO8zXGpUVEVzIYk12UUi2JzjEzWL3IOAxcTubgz9Po0yXw==",
+      "license": "MIT",
+      "dependencies": {
+        "accepts": "^2.0.0",
+        "body-parser": "^2.2.1",
+        "content-disposition": "^1.0.0",
+        "content-type": "^1.0.5",
+        "cookie": "^0.7.1",
+        "cookie-signature": "^1.2.1",
+        "debug": "^4.4.0",
+        "depd": "^2.0.0",
+        "encodeurl": "^2.0.0",
+        "escape-html": "^1.0.3",
+        "etag": "^1.8.1",
+        "finalhandler": "^2.1.0",
+        "fresh": "^2.0.0",
+        "http-errors": "^2.0.0",
+        "merge-descriptors": "^2.0.0",
+        "mime-types": "^3.0.0",
+        "on-finished": "^2.4.1",
+        "once": "^1.4.0",
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