ragmap
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| MCP_AGENT_NAME | No | Optional agent name header. | |
| SERVICE_VERSION | No | Optional version override. | |
| RAGMAP_API_BASE_URL | No | Optional API base URL override. |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| rag_find_serversC | Search/filter RAG-related MCP servers from the RAGMap subregistry. |
| rag_top_serversC | Get top recommended retriever MCP servers with smart defaults. |
| rag_get_serverA | Fetch a server record by registry name (latest version). Use the exact name from the registry, e.g. io.github.khalidsaidi/ragmap for RAGMap. |
| rag_list_categoriesA | List all RAG categories known to RAGMap. |
| rag_explain_scoreB | Explain RAGMap scoring for a server. Use the registry server name, e.g. io.github.khalidsaidi/ragmap for RAGMap. |
| rag_get_install_configC | Get copy-ready Claude Desktop and generic MCP host config for a server. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/khalidsaidi/ragmap'
If you have feedback or need assistance with the MCP directory API, please join our Discord server