# autorouter [Health: Active] **Category:** 💻 Developer Tools **Repository:** https://github.com/Webb-Ventures/autorouter **GitHub Stars:** 0 **Views:** 0 **Installs:** 0 **Upvotes:** 0 **Directory Page:** https://allmcps.com/mcp/autorouter ## Description An MCP capability router: one search tool instead of every server's tool schema. ## Claude Desktop Quick Installation Install path detected from listing signals. Uses `npx` (confidence: high): ```json "mcpServers": { "autorouter": { "command": "npx", "args": ["-y","autorouter-mcp"] } } ``` ## Documentation & README # autorouter [![CI](https://github.com/Webb-Ventures/autorouter/actions/workflows/ci.yml/badge.svg)](https://github.com/Webb-Ventures/autorouter/actions/workflows/ci.yml) [![npm](https://img.shields.io/npm/v/autorouter-mcp.svg)](https://www.npmjs.com/package/autorouter-mcp) [![licence: MIT](https://img.shields.io/badge/licence-MIT-blue.svg)](LICENSE) One tool instead of every tool. Every MCP server you register injects its full tool list — names, descriptions, JSON schemas — into the system prompt on every single turn. Five servers and a handful of skills is routinely 20–30k tokens of permanent overhead, paid whether or not the task touches any of them. It also makes tool selection _worse_: more candidates means more mis-picks. autorouter is an MCP server that exposes a handful of stable tools and hides everything else behind a search. The model asks for what it needs in natural language, gets back a few ranked candidates with schemas attached, and calls one through the router. A tool it actually uses is then promoted into the real tool list, so the context is spent on what the session needs rather than on what it might. ``` find_capabilities({ query: "inspect recent deployment errors" }) → mcp:deployments/get_logs (tool) → mcp:monitoring/search_events (tool) → skill:incident-triage (skill) describe_capability({ id: "mcp:deployments/get_logs" }) call_capability({ id: "mcp:deployments/get_logs", arguments: { lines: 50 } }) ``` ## Install ```sh npm install -g autorouter-mcp # or: npx autorouter-mcp autorouter init --target claude # claude | codex | cursor | vscode autorouter adopt --target claude # ← the step that actually saves context ``` That is a one-time migration of what you already have. New servers do not need it — see [Adding an MCP server](#adding-an-mcp-server). **`adopt` is not optional.** Registering the router alongside your existing servers is a net _increase_: their schemas are still loaded and the router adds four more tools. `adopt` moves the downstream entries out of the harness config and into the router's own, so the harness loads one server and the router still reaches all of them. MCP servers are not the whole bill. Skills and plugins load through entirely separate mechanisms — every `SKILL.md` contributes its name and description to the system prompt, and an enabled plugin contributes its own skills, commands _and_ servers just by being installed. On Claude Code, `adopt` handles those too, using the only two levers the harness exposes: | what | how | effect | | ------- | ---------------------------------------------- | ------------------------------------------------------- | | skills | `skillOverrides[name] = "user-invocable-only"` | out of the model's context; `/name` still works for you | | plugins | `enabledPlugins[id] = false` | plugin's skills, commands and servers all stop loading | The router still finds all of them — it reads `~/.claude/skills` and `installed_plugins.json` directly, which record _installation_, not what the harness has enabled. That is what makes disabling a plugin a move rather than a deletion. Two things are refused rather than done quietly. A plugin whose MCP servers the router cannot reach (usually OAuth, where the harness holds the token and the router does not) stays enabled — disabling it would take away a server that currently works. So does a plugin whose servers the router never learned about, which happens if you drop `"plugins"` from `import`. Both are reported as `skip` lines with the reason. Use `--servers-only` to keep the old behaviour, `--skill-mode off` to remove the slash command as well, and `--keep-skill` / `--keep-plugin` to exempt individual ones. Codex, Cursor and VS Code have no skill or plugin concept, so there is nothing extra to do there. Run `autorouter doctor` to see the difference: ``` ## Context cost exposing everything: ~87,524 tokens router surface: ~972 tokens best case: ~86,552 tokens saved (99%) per harness (a session only ever runs in one): codex still loaded ~35,500 → saves ~51,052 (58%) claude, cursor, vscode: fully adopted → saves ~86,552 (99%) ## Not yet adopted codex servers: project-tools, docs-search, issue-tracker → autorouter adopt --target codex ``` "Still loaded" is what adoption removes, and it is reported per harness rather than summed: a session runs in exactly one, so a server still registered in Codex costs a Claude Code session nothing. Every removal is backed up verbatim to `~/.autorouter/adopted/` before anything is written; `autorouter restore --target claude` puts it back byte for byte. ## How it finds things Retrieve, then rerank. 1. **BM25** over every capability, always on, no dependencies. The tokenizer splits camelCase and snake_case (`get_user` → `get`, `user`, `getuser`) and boosts fields: name ×3, keywords ×2, description ×1, schema ×0.5. 2. **Embeddings**, optional. Voyage or OpenAI; scores are min-max normalized and fused `0.5 × bm25 + 0.5 × cosine`. An absent or unreachable provider is not an error — it degrades to pure lexical. 3. **A selector model** reranks the shortlist. It should be the cheapest model in whichever harness you are using, so `init` asks which one when it cannot infer it, and stores the answer in that harness's own server entry. ### The selector backend Three ways to reach a model, tried in this order under `"mode": "auto"`: | backend | how | when it fires | | ---------- | ------------------------------------------- | --------------------------------------------------------------- | | `sampling` | `sampling/createMessage` back to the host | the host declares the capability — few do; Claude Code does not | | `api` | direct HTTPS to Anthropic / OpenAI / Ollama | `selector.apiKeyEnv` names a variable that is actually set | | `cli` | `claude -p` or `codex exec`, headless | a harness CLI is on `PATH` | The CLI backend is the one that usually fires, and it exists because the other two usually cannot. Sampling is the protocol's own answer and almost nothing implements it. The API backend then asks for an `ANTHROPIC_API_KEY` that a Claude Code subscriber has no reason to own — they logged in, they did not buy a key — so the router would degrade to raw index order while telling them to go purchase access to a model they are already paying for. Meanwhile `claude` is sitting on `PATH`, already authenticated. Shelling out to it reuses that login with nothing to configure and no second bill. What it costs is process startup, which makes a CLI selector slower than a direct HTTPS request. That is why a configured API key still outranks it. Selections are memoized per query and candidate set for the life of the process, so the price is paid once per distinct search, not once per turn. The harness is stripped back to a reranker. A default headless agent may boot hooks, language servers, plugin sync and project-instruction discovery that a short ranking task does not need. The subprocess therefore runs with `--bare --tools "" --setting-sources ""` and `MAX_THINKING_TOKENS=0` (Codex: `--ephemeral -s read-only`). The empty tool list is a correctness property before it is a saving: a selector that could edit files would be a different program. ```jsonc "selector": { "mode": "auto", // auto | sampling | cli | api | off "provider": "cli", "cliCommand": "claude", // only needed if the binary is not under its usual name "model": "haiku", "candidates": 30, "maxResults": 8, "timeoutMs": 20000 // raised automatically to the backend's own floor } ``` It is also started with an empty MCP config (`--strict-mcp-config`, `mcp_servers={}`) — inheriting the router's own wiring would load the exact catalog the router exists to keep out of context, and on a bad day recurse into the router itself. `model` is passed through only when you set it. Codex rejects model names an account's plan does not carry, so the account default is what it gets otherwise. `mode: "off"` skips reranking entirely and returns raw index order, which is fast, free, and noticeably worse. Downstream servers are **not** spawned at startup. The catalog is built once and persisted to `~/.cache/autorouter/catalog.json`; a server is cold-started only when one of its capabilities is first called. ## What it indexes | kind | source | | ---------------------------- | --------------------------------------------------------------- | | `tool`, `prompt`, `resource` | every configured MCP server (following `nextCursor` pagination) | | `skill` | `**/SKILL.md` under your skill paths and plugin `skills/` dirs | | `command`, `agent` | plugin `commands/*.md` and `agents/*.md` | Plugin commands and agents are also republished as [slash commands](#slash-commands); skills are searchable but not republished by default, because the prompt list that would carry them is permanent context — see [Slash commands](#slash-commands). Harness configs are imported rather than duplicated: `~/.claude.json` (global and per-project) and `.mcp.json`, `~/.codex/config.toml`, `~/.cursor/mcp.json`, `~/.vscode/mcp.json`, and installed Claude Code plugins. ## Adding an MCP server Register it with the router directly — it never enters anyone's context: ```sh autorouter add linear --url https://mcp.linear.app/mcp autorouter add foo -- npx -y foo-mcp # stdio, like `claude mcp add` autorouter add --json '{"mcpServers":{"linear":{"url":"…"}}}' # paste the vendor snippet autorouter remove linear ``` The entry is saved before the connection is checked, because the usual reason a new server does not answer is that it has no OAuth grant yet — and `autorouter login ` needs the entry to exist before it can authorize it. **You can also just use the harness.** `claude mcp add foo …` still works: a running router notices the harness config changed, moves the entry into its own config with the usual backup, and tells you on the next search. So there is no second command to remember, and no window where you have forgotten it and are paying for that server's schemas on every turn. Set `"autoAdopt": false` to keep adoption manual. **From inside a session**, ask for it in words — the router exposes an `add_server` tool. Registering a stdio server means this machine will run that command from then on, so the first call only reports what would be registered; it takes a second call with `confirm: true` to write anything. Set `"allowAddServer": false` to withdraw the tool. ## Configuration `autorouter.json` — looked up at `$AUTOROUTER_CONFIG`, `./.autorouter.json`, `./autorouter.json`, `~/.config/autorouter/config.json`, `~/.autorouter.json`. ```jsonc { "import": ["claude", "codex", "cursor", "plugins"], "servers": { "custom": { "command": "…", "args": [] } }, "skillPaths": ["~/.claude/skills", ".claude/skills"], "exclude": ["media.generate_video"], // never surfaced at all "alwaysExpose": ["code-search.search"], // stays first-class, never adopted "confirm": ["database.execute_statement"], // first call is rejected, must re-issue "autoAdopt": true, // move servers added to a harness behind the router "allowAddServer": true, // expose the add_server tool to the model "promptMode": "commands", // slash commands: "all" | "commands" | "none" "activation": "lazy", // promote to a real tool: "eager" | "lazy" | "off" "selector": { "mode": "auto" }, "embeddings": { "provider": "voyage", "model": "voyage-3-lite", "apiKeyEnv": "VOYAGE_API_KEY", }, } ``` Env overrides (`AUTOROUTER_IMPORT`, `AUTOROUTER_SELECTOR_MODEL`, `AUTOROUTER_SELECTOR_MODE`, `AUTOROUTER_PROMPT_MODE`, `AUTOROUTER_ACTIVATION`, `AUTOROUTER_AUTO_ADOPT`, `AUTOROUTER_ALLOW_ADD_SERVER`, `AUTOROUTER_EMBEDDINGS_PROVIDER`, …) let each harness pin its own behaviour without a shared global file. `AUTOROUTER_HOME` redirects every home-relative path, for tests and containers. ## Slash commands Adopting a plugin into the router would otherwise cost you its slash commands: Claude Code reads `commands/*.md` off disk, and nothing over MCP can add to that list. What it _does_ surface as slash commands are MCP prompts, so the catalog's plugin commands and subagents are republished as ones: ``` /mcp__autorouter__find /mcp__autorouter__plugin_name_command_name ``` **Skills are not republished by default** (`promptMode: "commands"`). The prompt list is permanent context — the host fetches it once and carries it for the whole session — and skills are the bulk of it: one plugin shipping 141 of them costs ~11.5k tokens on every turn, which is more than adopting that plugin saves. The alias is also mostly redundant, since `adopt --skill-mode user-invocable-only` leaves a local skill's native `/name` working and a plugin's skills are surfaced by the harness on demand rather than injected. Skills stay fully searchable either way; set `"promptMode": "all"` to get `/mcp__autorouter__skill_name` back, or `"none"` to publish only `find`. Bodies are substituted the way the native loader substitutes them — `$ARGUMENTS` for everything you typed, `$1`..`$9` positionally — so a command file written for Claude Code behaves identically through the router. `argument-hint` frontmatter is passed through as the argument description. Names are prefixed with the owning plugin, so two plugins shipping a `setup` command both stay reachable rather than one silently shadowing the other. Tools are deliberately not published here. A prompt returns text for the model to act on and cannot return a tool result, so a slash command for `database_write` would look callable and do nothing. Tools reach the model through search instead. ## Harness support Searching returns a tool with its **full description and input schema**, not a summary — the same information a native tool listing carries, because a truncated description leaves the model guessing argument names, and a guessed argument is the whole difference between roughly reliable and reliable. Better still, where the client honours `notifications/tools/list_changed`, a tool you **use** is **promoted** to a real first-class tool. From then on the model makes an ordinary tool call: the host validates arguments against the real schema, the permission prompt names the real tool rather than `call_capability`, and the router is not in the execution path at all. It becomes a loader that decides what is in your tool list, not a middleman on every call. Promotion is deferred to the first successful call (`activation: "lazy"`) because a promoted tool is permanent context and a search hit is not evidence of need — most of what a search matches is never called. Set `"activation": "eager"` to promote every hit as before, or `"off"` to route everything through `call_capability` and carry no tool definitions at all. | supports `listChanged` | proxy only | | ----------------------------------------------- | ------------------------------------------------ | | Claude Code ≥ 2.1.232, GitHub Copilot, opencode | Codex, Gemini CLI, Claude Desktop, Vercel AI SDK | Where it is unsupported the schema travels inline in the search result instead, and `activate_capabilities` is never advertised, so the model is never told about a tool it cannot use. Override the detection with `AUTOROUTER_DYNAMIC=on|off|auto`. A tool registered mid-turn may not be callable until the next turn on Claude Code, so `call_capability` always remains as the same-turn fallback and returns an identical result. ## Token budgets A router that leaks context is just a slower way of loading everything, so the three surfaces that persist or accumulate are each bounded in **tokens**, not in item count. Counting items looks like a bound and is not one: tool definitions vary widely in size, so the context cost of "15 tools" depends entirely on what the model happened to search for. | surface | budget | lifetime | | ------------------------- | --------------------------------- | ---------- | | promoted tool list | 3,000 tok, LRU eviction, on use only | session | | inline schemas per search | 700 tok, spent top-down | one result | | prompt list | commands only, clamped to 120 chars | session | The tool promoted by the call in flight is never evicted — a tool that vanishes between being offered and being called is worse than one never offered. `autorouter doctor` reports the real bill per harness rather than summing across them, since a session only ever runs in one: a server still registered in Cursor costs a Claude Code session nothing. Schemas are **compacted** everywhere they are repeated: `$schema`, `title` and `examples` are dropped, and prose is trimmed, more aggressively the deeper it sits. Every structural field survives untouched — names, types, enums, `required`, nesting, and `additionalProperties: false` — because dropping one of those turns a valid call into a guessed one. This reduces repeated schema size without changing what is callable. `describe_capability` is the exception and returns the schema verbatim: it exists precisely to recover anything a budgeted result had to leave out. ## CLI For agents that have a shell but no MCP, the same engine is directly usable: ```sh autorouter search "chart a csv" autorouter search "query a database" --raw --limit 5 autorouter describe skill:dataviz autorouter call mcp:deployments/get_logs --args '{"lines":50}' autorouter list --kind skill autorouter doctor autorouter reindex autorouter add linear --url https://mcp.linear.app/mcp autorouter add foo -- npx -y foo-mcp autorouter remove linear autorouter adopt --target claude --dry-run # preview, change nothing autorouter adopt --target claude --servers-only # skip skills and plugins autorouter adopt --target claude --keep project-tools --keep-plugin ui-toolkit autorouter restore --target claude # undo the most recent adopt autorouter login # which servers need a grant autorouter login remote-server # authorize one (opens a browser) autorouter logout remote-server # forget a stored grant ``` ## OAuth servers Some remote MCP servers carry no credentials in their visible configuration. The working token is an OAuth grant obtained by the harness, stored in the harness's credential store, and issued specifically to that harness. The router does not read it. It runs its own authorization-code flow and holds its own grant, which means it also works under Codex and Cursor, neither of which has a token to borrow: ```sh autorouter login remote-server autorouter reindex ``` Registration is RFC 7591 dynamic client registration, so there is no app to create first. Tokens live in `~/.autorouter/oauth/.json` at `0600` and are refreshed automatically; `logout` deletes them. The loopback redirect uses a fixed port (33418, `--port` or `$AUTOROUTER_OAUTH_PORT` to change it) because the redirect URI is baked into the registration a provider stores — a grant obtained on one port cannot be refreshed from another. ### Choosing permissions A dynamically registered client may default to every scope the provider advertises, including write or administrative permissions. That can leave a search tool holding a token capable of destructive actions. Scopes are the only restriction that survives a prompt injection, so pick them deliberately: ```sh autorouter login remote-server --list-scopes autorouter login remote-server --read-only autorouter login remote-server --scopes "projects:read,data:read" ``` `--read-only` keeps the scopes whose names do not grant mutation. It is a heuristic over naming conventions (`:write`, `admin`, `manage`, `all`) and it cannot infer the permissions behind opaque scope names. `--scopes` is the exact lever when the heuristic cannot tell. Where a provider offers no read-only subset at all, `--read-only` fails loudly rather than requesting an empty scope, which most providers read as "give the default". Scopes are fixed when the grant is issued, so narrowing an existing one means `--force` and a fresh authorization. A re-login inherits the previous narrowing unless you pass a new one, and `autorouter login` with no argument prints what each stored grant actually covers. Until a server has a grant, `adopt` refuses to move it or to disable the plugin that supplies it. Moving a server the router cannot reach would delete a working capability, so `doctor` and `adopt` both print the exact `login` command instead. ## The trade-off, stated plainly Routing means your host's permission prompt sees `call_capability`, not `database.execute_statement`. That is a real loss of granularity and this tool does not pretend otherwise. Three mitigations: `exclude` means a capability is never surfaced; `confirm` rejects the first attempt with the resolved target spelled out and requires the model to re-issue with `confirm: true`; and every result is prefixed with the resolved `server/tool` so the transcript stays auditable. Adopting skills and plugins edits `~/.claude/settings.json`, a file you also edit by hand. The whole file is backed up verbatim alongside the server moves and `restore` rewrites it byte for byte, but it is a shared file and worth knowing about. Hidden skills default to `user-invocable-only` rather than `off` for the same reason: `/name` keeps working, so the capability is relocated, not removed. ## Development ```sh bun install bun test bun run src/cli.ts doctor bun run build # bun build src/cli.ts --target=node --outfile dist/cli.js ``` The build targets Node so `npx` works for people who do not have Bun. See [CONTRIBUTING.md](https://github.com/Webb-Ventures/autorouter/blob/HEAD/CONTRIBUTING.md) for the invariants worth knowing before changing anything — chiefly that nothing is spawned at startup, that every write `adopt` makes has to restore byte for byte, and that the selector subprocess runs with no tools by design. ## Licence [MIT](https://github.com/Webb-Ventures/autorouter/blob/HEAD/LICENSE). Security reports go through [SECURITY.md](https://github.com/Webb-Ventures/autorouter/blob/HEAD/SECURITY.md), not the public issue tracker.