rag
385MCP server Claude CodeCodexCursor +2
MCP server "rag" as configured in fieldcure/fieldcure-mcp-rag. Launched with FieldCure.Mcp.Rag. Needs 5 environment variables to run.
2,543 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.
MCP server Claude CodeCodexCursor +2
MCP server "rag" as configured in fieldcure/fieldcure-mcp-rag. Launched with FieldCure.Mcp.Rag. Needs 5 environment variables to run.
MCP server Claude CodeCodexCursor +2
Keyword, vector, hybrid, and SQL retrieval over data on object storage, for AI agents. Runs locally from the @infino-ai/mcp-server npm package. Needs 8 environment variables to run.
MCP server Claude CodeCodexCursor +2
Minimal, honest RAG-over-a-corpus MCP retrieval tool: searchknowledge(query, k) -> cited chunks. Local embeddings + embedded vector store. Auth-scoped, fail-soft, version-pinned. Runs locally from the jaimenbell-rag-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server "x-archive-rag" as configured in mameshivaa/x-archive-rag. Launched with https://github.com/mameshivaa/x-archive-rag/releases/download/v0.1.4/x-archive-r.
Skill Claude CodeCodex
Skill da REST API do Base de Conhecimento na MCP.AI: 7 endpoints em /api/kb. Sua base de conhecimento privada: suba documentos (.md, .txt, .docx, PDF, imagens), a plataforma indexa tudo semanticamente e o agente busca o contexto relevante na hora. Ideal pra escritórios. Cada base é isolada, o conteúdo fica…
MCP server Claude CodeCodexCursor +2
Search your knowledge bases from any AI assistant using hybrid RAG. Remote server at mcp.ragora.app.
MCP server Claude CodeCodexCursor +2
MCP server exposing pgvector similarity search, hybrid search, and index management as tools for LLM agents. Runs locally from the mcp-server-pgvector Python package. Needs 2 environment variables to run.
nexus-mcp-infra/similarity-search-api-sdk
MCP server Claude CodeCodexCursor +2
Stateless NMI + cosine fusion with entropy-driven alpha calibration. Remote server at similarity-search-api-production.up.railway.app.
nipunkhanderia/golden-dataset-mcp
MCP server Claude CodeCodexCursor +2
MCP server wrapping golden-dataset-studio for version-controlled golden dataset management and RAG evaluation. Runs locally from the golden-dataset-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server to save and search bookmarks using OpenAI RAG. Runs locally from the mcp-bookmark-server Python package. Needs 1 environment variable to run.
MCP server Claude CodeCodexCursor +2
MCP server to save and search bookmarks using OpenAI RAG. Runs locally from the mcp-bookmark-server-preedew Python package. Needs 1 environment variable to run.
MCP server Claude CodeCodexCursor +2
MCP server exposing Dify knowledge base retrieval to Cursor and other MCP clients. Runs locally from the dify-mcp Python package. Needs 5 environment variables to run.
MCP server Claude CodeCodexCursor +2
ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /api/v1/context. Runs locally from the zkshare-mcp npm package. Needs 2 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server "garnet-mcp" as configured in tarazou9/garnet-mcp. Launched with GarnetMcp.Server. Needs 6 environment variables to run.
MCP server Claude CodeCodexCursor +2
Knowledge API for AI agents — content, agent directory, model benchmarks, semantic search. Runs locally from the voidfeed-mcp npm package. Needs 2 environment variables to run.
MCP server Claude CodeCodexCursor +2
Official Python client for MIAPI — Grounded AI Answers API. Runs locally from the miapi-sdk Python package. Needs 1 environment variable to run.
MCP server Claude CodeCodexCursor +2
Qdrant MCP server with configurable embedding providers. Runs locally from the qdrant-mcp Python package.
Skill Claude CodeCodex
Hybrid semantic search (dense vectors + BM25) over local markdown/code knowledge bases. Indexes files into Qdrant via LlamaIndex. Exposed as a CLI (sage) and an MCP server (sage-mcp-mcp). Agents inside an MCP-capable host should prefer MCP tools — shared persistent connection, no subprocess overhead, no Qdrant…
MCP server Claude CodeCodexCursor +2
MCP server with local RAG for Claude Code repo context. Runs locally from the code-context-mcp Python package.
MCP server Claude CodeCodexCursor +2
Search and retrieve documentation using Whoosh full-text search with MCP server support. Runs locally from the whoosh-rag-mcp Python package.
MCP server Claude CodeCodexCursor +2
A local MCP service for retrieval-augmented generation, a method that combines generated answers with retrieved information. It runs from the mcp-rag Python package.
MCP server Claude CodeCodexCursor +2
MCP server "mcp-rag-server" as configured in FORIFOR/mcp-rag-server. Runs locally from the mcp-rag-server Python package.
CyprianFusi/mcp-research-assistant
MCP server Claude CodeCodexCursor +2
MCP Server for Research Assistant with Vector Database Management. Runs locally from the mcp-research-assistant Python package.
PShinde630/nexla-document-qa-mcp
MCP server Claude CodeCodexCursor +2
MCP server "nexla-document-qa" as configured in PShinde630/nexla-document-qa-mcp. Runs locally from the nexla-document-qa Python package.