Data and AI MCP servers

reclear-io/llmref-plugin

MCP server Claude CodeCodexCursor +2

Versioned documentation registry and semantic search for AI tools and coding assistants. Remote server at api.llmref.org.

Doyukndr/miapi-python

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.

Tom-R-Main/medgemma-mcp

MCP server Claude CodeCodexCursor +2

MCP server "medgemma" as configured in Tom-R-Main/medgemma-mcp. Launched with medgemma-mcp. Needs 1 environment variable to run.

ahopo/json-promptor-mcp

MCP server Claude CodeCodexCursor +2

MCP server "json-promptor-mcp" as configured in ahopo/json-promptor-mcp. Runs locally from the @ahopo/json-promptor-mcp npm package.

msstnk/qdrant-mcp

MCP server Claude CodeCodexCursor +2

Qdrant MCP server with configurable embedding providers. Runs locally from the qdrant-mcp Python package.

ltaysh0/sage-mcp

MCP server Claude CodeCodexCursor +2

Hybrid semantic search over local knowledge bases and codebases. Runs locally from the sage-mcp Python package.

nachogeinfor-ops/code-context

MCP server Claude CodeCodexCursor +2

MCP server with local RAG for Claude Code repo context. Runs locally from the code-context-mcp Python package.

H3xabah/Localthink-MCP

MCP server Claude CodeCodexCursor +2

Local Ollama-backed MCP server — 45 tools, smart buffer, execution filters, persistent scratchpad, settings GUI. Runs locally from the localthink-mcp Python package.

siscale/arcanna-mcp-input-server

MCP server Claude CodeCodexCursor +2

The Arcanna MCP Input server allows user to send data and feedback to AI use cases through the Model Context Protocol (MCP). Runs locally from the arcanna-mcp-input-server Python package.

AiAgentKarl/prompt-library-mcp-server

MCP server Claude CodeCodexCursor +2

Community-driven library of tested prompts and MCP tool configurations — npm for AI agent configs. Runs locally from the prompt-library-mcp-server Python package.

jianlins/whoosh_rag_mcp

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.

lukaskellerstein/media-mcp

MCP server Claude CodeCodexCursor +2

MCP server exposing Google Gemini media generation APIs as tools for AI agents. Runs locally from the media-mcp Python package.

lockon-n/google-cloud-mcp

MCP server Claude CodeCodexCursor +2

A comprehensive Model Context Protocol (MCP) server for Google Cloud Platform services including BigQuery, Cloud Logging, Cloud Storage, and Compute Engine. Runs locally from the google-cloud-mcp Python package.

fastmcp-me/mcp-rag

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.

FORIFOR/mcp-rag-server

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.

AiAgentKarl/community-prompt-voting-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for community-driven prompt voting and discovery — submit, vote, and find the best AI prompts. Runs locally from the community-prompt-voting-mcp-server Python package.

atharvpatwardhan/MCP-Server-for-ETL-Orchestration

MCP server Claude CodeCodexCursor +2

MCP server "airflowOrchestrator" as configured in atharvpatwardhan/MCP-Server-for-ETL-Orchestration. Runs local_project_path/mcp_server/main.py with python.

HongjieRen/braintrust-lite

MCP server Claude CodeCodexCursor +2

Multi-model AI consultation MCP for Claude Code — runs Claude, Codex, and Gemini in parallel for Judge-style synthesis. Runs locally from the braintrust-lite npm 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.

simopet/keepmyprompts-mcp

MCP server Claude CodeCodexCursor +2

MCP server "keepmyprompts-mcp" as configured in simopet/keepmyprompts-mcp. Runs locally from the keepmyprompts-mcp npm package.

ArmaghanRazaChaudhary/ContractAudit

MCP server Claude CodeCodexCursor +2

MCP server "contract-audit-rag" as configured in ArmaghanRazaChaudhary/ContractAudit. Runs locally from the contract-audit-rag Python package.

lakehouse-42/mcp-server

MCP server Claude CodeCodexCursor +2

Model Context Protocol (MCP) server for Lakehouse42 - exposes document search, time-travel queries, and RAG capabilities to AI assistants. Runs locally from the @lakehouse/mcp-server npm package.

ksagala/mcp-kql-server

MCP server Claude CodeCodexCursor +2

AI-Powered MCP server for KQL query execution with Natural Language to KQL (NL2KQL) conversion, intelligent schema memory, RAG-enhanced context assistance, and semantic search capabilities. Runs locally from the mcp-kql-server Python package.