Fleet discovery for the cyanheads MCP ecosystem β semantic search + install snippets.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β or use 1-click editor setup below.
We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag β we're steadily working through the catalog.
π‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Fleet discovery for the cyanheads MCP ecosystem β semantic search + install snippets.
Public Hosted Server: https://cyanheads.caseyjhand.com/mcp
Two tools, semantic ranking, hosted catalog. The catalog itself lives at caseyjhand.com/fleet.json β a single JSON file with baked embeddings, regenerated when servers are added or updated. This server polls it hourly and serves search out of an in-memory vector index.
| 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 connection URL and per-client install snippets for a named tool or server. |
cyanheads_search_catalogSemantic search across the fleet. Embeds the query with Snowflake Arctic Embed M v1.5 (Matryoshka-truncated to 256 dimensions) and computes cosine similarity against the catalog's pre-computed document vectors.
query accepts 1-500 charactersscope: "tools" (default) returns individual tool matches; scope: "servers" returns server-level matchescategory filter narrows to one of research, government, public-data, utilitylimit (1-20, default 5) and a server-side SIMILARITY_FLOOR threshold drop low-confidence hitsscore (cosine similarity in [0, 1]) on every result for trust calibrationtotalCount reports the count above the floor before the limit was appliedcyanheads_describe_entryResolve a name to its install instructions. Accepts either a tool name (snake_case, e.g. earthquake_search) or a server name (kebab-case, e.g. earthquake-mcp-server), up to 64 characters β auto-detected from the format, or pinned via the kind parameter.
npx) for every server, plus remote (Streamable HTTP) when a hosted endpoint existstransport (stdio or http); env vars a local install needs are surfaced and scaffolded into the JSON configsclient filter narrows snippets to one of claude-code, codex, cursor, gemini, streamable-http, curl; omit to return every clientkind β callers branch on data, not string parsingBuilt on @cyanheads/mcp-ts-core:
none, jwt, oauth)Fleet-specific:
generatedAt change β no restart needed when the fleet updatesnpx) and remote (Streamable HTTP) transports, kept in sync with the deployed endpointresult.kind and typed installSnippets[].client / installSnippets[].transport enums β agents can branch reliably100+ MCP servers spanning four categories. Each is open source and individually addressable β cyanheads_describe_entry returns its direct connection URL alongside the install snippet. It also describes this server: ask for cyanheads-mcp-server and you get the front door's own endpoint and install snippets.
| Category | Examples |
|---|---|
| Research | arXiv, bioRxiv, ORCID, Crossref, Wikipedia, Wikidata, OpenLibrary |
| Government | OpenStates, USAspending, CourtListener, NIST NVD, Library of Congress |
| Public Data | Earthquake (USGS), NOAA Weather, GBIF Biodiversity, World Bank, WHO, Eurostat |
| Utility | OpenStreetMap geocoding, Reference Data (constants, timezones, units), WSDOT |
A public instance is available at https://cyanheads.caseyjhand.com/mcp β no installation required. Point any MCP client at it via Streamable HTTP:
For Claude Code:
Add the following to your MCP client configuration file.
Or with npx (no Bun required):
Or with Docker:
For Streamable HTTP, set the transport and start the server:
All configuration is validated at startup via Zod schemas in src/config/server-config.ts. Every variable has a sensible default β 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_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 |
No reviews yet β be the first to share how this listing worked for you.
Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.
[](https://allmcps.com/mcp/cyanheads-mcp-server)<a href="https://allmcps.com/mcp/cyanheads-mcp-server"><img src="https://allmcps.com/api/badge/cyanheads-mcp-server?style=directory" alt="Cyanheads MCP Server on AllMCPs" /></a>