mcp-server-any-openapi
mcp-server-any-openapi is an MCP server, listed under memory & vectors. Its repository has 82 GitHub stars and is licensed under MIT; we last read it on 2026-10-23.
This MCP server enables Claude to discover and call any API endpoint through semantic search, intelligently chunking OpenAPI specifications to handle large API documentation and executing requests.
Install
MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. mcp-server-any-openapi’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.
What it reaches, and what it needs
What it connects to
Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
A MCP server that enables Claude to discover and call any API endpoint through semantic search. Intelligently chunks OpenAPI specifications to handle large API documentation, with built-in request execution capabilities. Perfect for integrating private APIs with Claude Desktop.
mcp-server-any-openapi compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| mcp-server-any-openapi (this page) | — | None listed | 82 | 2025-04-14 | MIT |
| mcp-server-qdrant | qdrant | QDRANT_API_KEY | 1,553 | 2026-09-04 | Apache-2.0 |
| mcp-knowledge-graph | — | None listed | 886 | 2026-05-29 | MIT |
| chroma-mcp | chroma | CHROMA_API_KEY, CHROMA_CUSTOM_AUTH_CREDENTIALS | 601 | 2025-09-17 | Apache-2.0 |
| caura | — | None listed | 504 | 2026-10-25 | Apache-2.0 |
| MemoryMesh | — | None listed | 354 | 2026-03-01 | MIT |
Ranked by services in common with mcp-server-any-openapi, then by stars. Figures are from each repository when we last read it.
Common questions about mcp-server-any-openapi
- What does mcp-server-any-openapi do?
- This MCP server enables Claude to discover and call any API endpoint through semantic search, intelligently chunking OpenAPI specifications to handle large API documentation and executing requests.
- How do I install mcp-server-any-openapi?
- Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/baryhuang/mcp-server-any-openapi
- Which AI clients can use mcp-server-any-openapi?
- Its own description mentions Claude Desktop. That is a mention in its description, not a test we ran.
- Is mcp-server-any-openapi official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 82 GitHub stars and its state in our directory is stale. Its last commit we recorded was on 2025-04-14.
- What licence does mcp-server-any-openapi use?
- The repository declares the MIT licence.
More MCP servers for memory & vectors
- mcp-server-qdrant1,553 stars
- mcp-knowledge-graph886 stars
- chroma-mcp601 stars
- caura504 stars
- MemoryMesh354 stars
- neural-memory242 stars