MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool
Rank #11,419glama/baryhuang/mcp-server-any-openapi
This server facilitates scalable discovery and execution of OpenAPI endpoints using semantic search and high-performance processing, overcoming limitations of large spec handling for streamlined API interactions.
What you can do with MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool
MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool is a Model Context Protocol (MCP) server published by baryhuang. It ranks #11,419 of 144,396 active servers on MCP Toplist, and its repository has 82 GitHub stars. MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool is listed across 3 registries — Glama, PulseMCP and mcp.so, with 1 release tag tracked from its GitHub repository. It was first listed on Feb 9, 2025 and most recently updated on Apr 14, 2025.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
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No task-specific alternatives are catalogued for MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Toolyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Feb 9, 2025
- Latest release tag
- Apr 14, 2025
- Version history
- 1 release tag tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
- mcp.so ↗listed since Jun 4, 2026 · still listed
Do you maintain MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool? to correct or enrich this profile.
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.0.1 | Apr 14, 2025 |
Ranks ahead of 132,977 of 144,396 servers on MCP Toplist.
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[](https://mcptoplist.com/server/glama%2Fbaryhuang%2Fmcp-server-any-openapi)<a href="https://mcptoplist.com/server/glama%2Fbaryhuang%2Fmcp-server-any-openapi"><img src="https://mcptoplist.com/badge/glama%2Fbaryhuang%2Fmcp-server-any-openapi.svg" alt="MCP Toplist: Top 10% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool?
- MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool is maintained by baryhuang, which publishes 7 MCP servers (3 total versions) tracked on MCP Toplist.
- Is MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool listed on the Official MCP Registry?
- MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool is not on the Official MCP Registry. It is listed on Glama, PulseMCP and mcp.so.
- How many versions does MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool have?
- No registry surfaces explicit version metadata for MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Apr 14, 2025.
- Where can I find the source code for MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool?
- The source code for MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool is hosted at github.com/baryhuang/mcp-server-any-openapi.
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