@cyanheads/cyanheads-mcp-server
Fleet discovery for the cyanheads MCP ecosystem — semantic search + install snippets.
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Overview
Fleet discovery for the cyanheads MCP ecosystem, built on a hosted fleet.json catalog of pre-computed tool and server embeddings. Search the catalog by natural-language query, or resolve a known tool or server name to its description, connection URL, and per-client install snippet. Runs as a stdio process, a local Streamable HTTP server, or the public hosted endpoint above.
| Tool | Description |
|---|
cyanheads_search_catalog | Search fleet tools and servers by natural-language query. Returns ranked matches with brief summaries and the owning server. |
cyanheads_describe_entry | Return the description, connection URL, and per-client install snippet for a named tool or server. |
Capability reference
query 1–500 raw characters, with non-whitespace text required; surrounding whitespace is trimmed before embedding and echo. scope selects tools (default) or servers; optional category: research, government, public-data, utility; limit 1–20 (default 5).
- Results carry cosine-similarity
score ([0, 1], comparable within one response). Tool searches include a servers roll-up with ten entries per page and serversTotal; an unloaded catalog returns retryable catalog_empty.
- Page results with
offset and the tools-scope roll-up independently with serversOffset (both default to 0). Reuse the same query, scope, category, and limit with nextOffset / nextServersOffset; null means exhausted. Each call uses the current catalog, so a refresh between pages can change ordering. Servers scope requires serversOffset: 0 and omits roll-up fields.
SIMILARITY_FLOOR (default 0.3) filters matches before the limit applies.
cyanheads_describe_entry tool
name 1–64 characters accepts a tool or server name, auto-detected or pinned via kind. Exact names win, then unique case-insensitive names; output uses canonical names. client optionally selects claude-code, codex, cursor, gemini, streamable-http, or curl.
- Both kinds return connection metadata and install snippets; server results also include the full tool inventory. Published servers get local snippets; hosted servers also get HTTP snippets. For local-only entries,
client: "curl" returns successful metadata with an installNotice naming a stdio client to try. Required environment variables remain visible even without snippets.
- Descriptions are catalog text; obtain tool schemas from the connected server's
tools/list.
- Failures return
not_found, ambiguous_kind (set kind), or retryable catalog_empty.
Features
Built on @cyanheads/mcp-ts-core: stdio and Streamable HTTP transports, pluggable auth (none / jwt / oauth), swappable storage (in-memory, filesystem, Supabase, Cloudflare KV/R2/D1), structured logging with optional OpenTelemetry tracing.
Catalog-specific:
- Hourly background catalog refresh (
CATALOG_REFRESH_SECONDS, default 3600) with an atomic index swap when generatedAt changes — no restart needed
- Empty catalogs and conflicting duplicate identities fail before index replacement; refresh retains the last valid catalog. Identical duplicates collapse before indexing, with a bounded load-time warning; servers with no tools remain valid.
- Query embeddings are computed at request time via
@huggingface/transformers; document embeddings are pre-computed, L2-normalized, and Matryoshka-truncated, shipped inside fleet.json
- The embedding model is warmed up during startup, before OpenTelemetry's HTTP instrumentation patches
fetch — avoids a cold-cache model-load failure under OTEL
- Self-describing:
cyanheads_describe_entry resolves this server's own name and tools from a static fallback record, consulted only when the remote catalog doesn't carry an entry for it
CATALOG_URL can point at any endpoint serving the same schema, to front a custom fleet
Agent-friendly output:
- Search responses echo the effective query, report the total match count before the limit, and include broadening guidance when nothing matches
- Discriminated
result.kind (tool | server) on cyanheads_describe_entry lets callers branch on data, not string parsing
- Every search result carries a
score field for trust calibration, plus a servers roll-up so agents can see which servers matched without a second call
Getting started
Public Hosted Instance
A public instance is available at https://cyanheads.caseyjhand.com/mcp — no installation required. Point any MCP client at it via Streamable HTTP:
{
"mcpServers": {
"cyanheads-mcp-server": {
"type": "streamable-http",
"url": "https://cyanheads.caseyjhand.com/mcp"
}
}
}
For Claude Code:
claude mcp add --transport http cyanheads https://cyanheads.caseyjhand.com/mcp
Self-Hosted / Local
Add the following to your MCP client configuration file.
{
"mcpServers": {
"cyanheads-mcp-server": {
"type": "stdio",
"command": "bunx",
"args": ["@cyanheads/cyanheads-mcp-server@latest"],
"env": {
"MCP_TRANSPORT_TYPE": "stdio",
"MCP_LOG_LEVEL": "info"
}
}
}
}
Or with npx (no Bun required):
{
"mcpServers": {
"cyanheads-mcp-server": {
"type": "stdio",
"command": "npx",
"args": ["-y", "@cyanheads/cyanheads-mcp-server@latest"],
"env": {
"MCP_TRANSPORT_TYPE": "stdio",
"MCP_LOG_LEVEL": "info"
}
}
}
}
Or with Docker:
{
"mcpServers": {
"cyanheads-mcp-server": {
"type": "stdio",
"command": "docker",
"args": ["run", "-i", "--rm", "-e", "MCP_TRANSPORT_TYPE=stdio", "ghcr.io/cyanheads/cyanheads-mcp-server:latest"]
}
}
}
For Streamable HTTP, set the transport and start the server:
MCP_TRANSPORT_TYPE=http MCP_HTTP_PORT=3010 bun run start:http
Prerequisites
Installation
- Clone the repository:
git clone https://github.com/cyanheads/cyanheads-mcp-server.git
- Navigate into the directory:
- Install dependencies:
- Configure environment:
Configuration
All configuration is validated at startup via Zod schemas in src/config/server-config.ts. Every variable has a sensible default — out of the box, the server points at the canonical cyanheads fleet.
| Variable | Description | Default |
|---|
MCP_TRANSPORT_TYPE | Transport: stdio or http | stdio |
MCP_HTTP_PORT | HTTP server port | 3010 |
MCP_HTTP_HOST | HTTP server bind host | 127.0.0.1 |
MCP_HTTP_ENDPOINT_PATH | HTTP endpoint path where the MCP server is mounted | /mcp |
MCP_AUTH_MODE | Authentication: none, jwt, or oauth | none |
MCP_SESSION_MODE | HTTP session posture: auto, stateful, or stateless. src/index.ts declares stateless; set this only to override it. | stateless |
MCP_LOG_LEVEL | Log level (debug, info, warning, error, etc.) | info |
CATALOG_URL | Remote fleet.json endpoint (schema v2 with baked embeddings). Must be an absolute URL. Override to front your own fleet. | https://caseyjhand.com/fleet.json |
CATALOG_FETCH_TIMEOUT_MS | Per-request timeout for fleet.json fetches in ms. Must be > 0. | 10000 |
CATALOG_REFRESH_SECONDS | Background poll interval for fleet.json refresh. 0 disables; otherwise must be > 0. | 3600 |
EMBEDDING_MODEL_ID | Hugging Face model id for query embedding. Must match fleet.json.embeddingModel. | Snowflake/snowflake-arctic-embed-m-v1.5 |
SIMILARITY_FLOOR | Cosine similarity cutoff for cyanheads_search_catalog results. Must be within [0, 1]. | 0.3 |
OTEL_ENABLED | Enable OpenTelemetry | false |
OTEL_EXPORTER_OTLP_ENDPOINT | OTLP base URL for traces and metrics | Unset |
OTEL_EXPORTER_OTLP_LOGS_ENDPOINT | Explicit OTLP logs URL; requires the OTel log peers included in the default Docker build | Unset |
LOG_TOOL_FAILURE_PAYLOADS | Log failed arguments and results, redacted by key name. Secrets inside free-form values are not redacted. | false |
LOG_TOOL_FAILURE_PAYLOAD_MAX_BYTES | UTF-8 byte cap for each logged failure payload | 16384 |
See .env.example for the full list of optional overrides.
Running the server
Local development
Docker
docker build -t cyanheads-mcp-server .
docker run --rm -p 3010:3010 cyanheads-mcp-server
The Dockerfile defaults to HTTP transport, stateless session mode, and logs to /var/log/cyanheads-mcp-server. OpenTelemetry peer dependencies are installed by default — build with --build-arg OTEL_ENABLED=false to omit them.
Project structure
| Directory | Purpose |
|---|
src/mcp-server/tools | Tool definitions (*.tool.ts). Two tools — cyanheads_search_catalog and cyanheads_describe_entry. |
src/services/catalog | Catalog service — remote fleet.json provider with atomic-swap refresh, vector index, snippet builders, the self-description fallback record, and the query-time embedding runtime (@huggingface/transformers, behind an injectable interface for deterministic tests). |
src/config | Server-specific environment variable parsing and validation with Zod. |
tests/ | Unit and integration tests, mirroring the src/ structure. |
docs/ | Design doc and schema reference. |
Development guide
See CLAUDE.md for development guidelines and architectural rules. The short version:
- Handlers throw, framework catches — no
try/catch in tool logic
- Use
ctx.log for logging, ctx.state for storage
- Register new tools in the
tools array passed to createApp() in src/index.ts
- Wrap external data: validate raw → normalize to domain type → return output schema; never fabricate missing fields
Contributing
Issues are welcome. Run checks and tests before submitting:
bun run devcheck
bun run test
License
Apache-2.0 — see LICENSE for details.