Contextual MCP Server
Rank #26,702glama/ContextualAI/contextual-mcp-server
A Model Context Protocol server that provides Retrieval-Augmented Generation capabilities using Contextual AI, enabling AI interfaces like Cursor IDE and Claude Desktop to query domain-specific knowledge with context-aware responses and source citations.
What you can do with Contextual MCP Server
Contextual MCP Server is a Model Context Protocol (MCP) server published by contextualai. It ranks #26,702 of 150,963 active servers on MCP Toplist, and its repository has 21 GitHub stars. Contextual MCP Server is listed across 3 registries — Glama, PulseMCP and mcp.so; no version information is available from the registries that list it or from its repository. It was first listed on Apr 7, 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 Contextual MCP Server 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 Contextual MCP Server
No registry MCP Toplist tracks declares this server’s credentials or configuration, and it has no public endpoint to probe. Check the repository README before installing.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Contextual MCP Server 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.
What changed, and when this was checked
- First listed
- Apr 7, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- None — no registry declares requirements and there is no public endpoint to probe
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 22, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
- mcp.so ↗listed since Aug 25, 2026 · still listed
Do you maintain Contextual MCP Server? to correct or enrich this profile.
Version information unavailable
The registries that list this server do not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 124,261 of 150,963 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2FContextualAI%2Fcontextual-mcp-server)<a href="https://mcptoplist.com/server/glama%2FContextualAI%2Fcontextual-mcp-server"><img src="https://mcptoplist.com/badge/glama%2FContextualAI%2Fcontextual-mcp-server.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Contextual MCP Server?
- Contextual MCP Server is maintained by contextualai, which publishes 1 MCP server tracked on MCP Toplist.
- Is Contextual MCP Server listed on the Official MCP Registry?
- Contextual MCP Server is not on the Official MCP Registry. It is listed on Glama, PulseMCP and mcp.so.
- How many versions does Contextual MCP Server have?
- Version information is unavailable for Contextual MCP Server: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for Contextual MCP Server?
- The source code for Contextual MCP Server is hosted at github.com/contextualai/contextual-mcp-server.
Do you run this server?
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