RAGMap MCP Registry Finder

MCPOpen SourceMIT33.6

by khalidsaidi • Uncategorized

A lightweight MCP Registry-compatible subregistry and MCP server focused on RAG-related MCP servers for discovery and routing.

Example Use Cases

1
Discover and route to the best retrieval MCP server based on specific constraints.
2
Semantic and keyword search over RAG-related MCP servers with filtering by freshness, reachability, and citations.
3
Obtain install configurations and metadata for retrieval servers to integrate into their RAG pipelines.

Description

RAGMap ingests the official MCP Registry, enriches records for retrieval-augmented generation (RAG) use cases, and serves a subregistry API. It provides discovery and routing tools to help agents and humans find the best retrieval MCP server based on constraints like domain, privacy, citations, and freshness. RAGMap does not perform retrieval itself but indexes retrieval-capable servers and routes users to the appropriate server for their task.

Capabilities(6 total)

Tools (6)

rag_find_servers

Search/filter RAG-related MCP servers from the RAGMap subregistry.

query:stringcategories:arrayminScore:integertransport:stringregistryType:stringhasRemote:booleanreachable:booleanreachableMaxAgeHours:integercitations:booleanlocalOnly:booleanserverKind:stringlimit:integer

rag_top_servers

Get top recommended retriever MCP servers with smart defaults.

categories:arrayminScore:integerhasRemote:booleanreachable:booleanreachableMaxAgeHours:integerlocalOnly:booleanserverKind:stringlimit:integer

rag_get_server

Fetch a server record by registry name (latest version). Use the exact name from the registry, e.g. io.github.khalidsaidi/ragmap for RAGMap.

name:string*

rag_list_categories

List all RAG categories known to RAGMap.

rag_explain_score

Explain RAGMap scoring for a server. Use the registry server name, e.g. io.github.khalidsaidi/ragmap for RAGMap.

name:string*

Quick Actions

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Security

Scanned 2 month(s) ago

Risk Level

MINIMAL

Read-only data retrieval, no side effects

Trust Score

B69/100

12/17 checks passed

Scores are informational only and provided “as is” without warranty. AgentHotspot assumes no liability for actions taken based on these ratings.

Quick Stats

Service TypeMCP

Pricing ModelFree

Capabilities6 Tools / 0 Prompts / 0 Resources

Ownerkhalidsaidi

CategoryUncategorized

DependenciesStandalone

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