Best AI & search MCP servers

Context7

upstash/context7

Context7 Platform -- Up-to-date docs for AI agents.

Active · last commit Oct 23, 2026

FunASR

modelscope/FunASR

Transcribe local audio with FunASR and SenseVoice using private, on-device inference.

Active · last commit Oct 22, 2026

Honcho

plastic-labs/honcho

Memory that reasons: continual learning for stateful agents.

Active · last commit Oct 25, 2026

Semble

MinishLab/semble

Fast and Accurate Code Search for Agents.

Active · last commit Oct 24, 2026

Exa

exa-labs/exa-mcp-server

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Maintained · last commit Oct 19, 2026

Hyperresearch

jordan-gibbs/hyperresearch

Convert Claude Code or Codex into the most intelligent Deep Research Agent.

Active · last commit Oct 10, 2026

Socraticode

giancarloerra/SocratiCode

MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.

Active · last commit Oct 23, 2026

Ddgs

deedy5/ddgs

A metasearch library that aggregates results from diverse web search services.

Active · last commit Oct 23, 2026

Perplexityai MCP Server

perplexityai/modelcontextprotocol

The official MCP server implementation for the Perplexity API Platform.

Maintained · last commit Oct 21, 2026

Tavily MCP

tavily-ai/tavily-mcp

MCP server for advanced web search using Tavily.

Maintained · last commit Oct 15, 2026

Claude Real Video

HUANGCHIHHUNGLeo/claude-real-video

Let any LLM watch a video locally — and search everything it has ever watched.

Active · last commit Oct 8, 2026

Microsoft Learn MCP

MicrosoftDocs/mcp

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

Maintained · last commit Sep 10, 2026

Open WebSearch

Aas-ee/open-webSearch

Multi-engine MCP server, CLI, and local daemon for agent web search and content retrieval — skill-guided workflows, no API keys.

Active · last commit Oct 8, 2026

MeiGen AI Design MCP

jau123/MeiGen-AI-Design-MCP

Discover inspiration and create images and videos with the latest AI models.

Active · last commit Oct 21, 2026

Duckduckgo MCP Server

nickclyde/duckduckgo-mcp-server

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

Active · last commit Sep 4, 2026

Brave Search MCP Server

brave/brave-search-mcp-server

Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.

Active · last commit Oct 21, 2026

Open Ontologies

fabio-rovai/open-ontologies

Plan, apply and roll back changes to a production ontology, with a blast radius report and a proof an auditor can re-check.

Active · last commit Oct 23, 2026

SearXNG Search

ihor-sokoliuk/mcp-searxng

MCP server for SearXNG — privacy-respecting web search with pagination, URL reading.

Active · last commit Oct 25, 2026

Vmlx

jjang-ai/vmlx

vMLX - Use MLX models easily - JANGQ (GGUF for MLX) - Not dependant on mlx_vlm.

Active · last commit Oct 21, 2026

Comfyui MCP

artokun/comfyui-mcp

MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.

Active · last commit Oct 25, 2026

Wax

christopherkarani/Wax

Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon..

Active · last commit Sep 26, 2026

MegaMemory

0xK3vin/MegaMemory

Persistent project knowledge graph for coding agents.

Maintained · last commit May 3, 2026

ThoughtDAG

chenxiachan/thoughtdag

Search local AI conversations by file or phrase and recall source turns.

Active · last commit Oct 25, 2026

haiku.rag

ggozad/haiku.rag

Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval.

Active · last commit Oct 23, 2026

MCP Server YouTube Transcript

kimtaeyoon83/mcp-server-youtube-transcript

This is an MCP server that allows you to directly download transcripts of YouTube videos.

Maintained · last commit Jul 21, 2026

Octocode

Muvon/octocode

AI-powered code indexer with semantic search and knowledge graphs.

Active · last commit Oct 25, 2026

Telemem

TeleAI-UAGI/telemem

Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option.

Active · last commit Oct 23, 2026

Context

neuledge/context

Local-first documentation for AI agents. Offline, instant, private doc retrieval.

Maintained · last commit Oct 26, 2026

Marm MCP Server

Lyellr88/marm-memory

Universal MCP Server with advanced AI memory capabilities and semantic search.

Active · last commit Oct 23, 2026

MCP Local RAG

shinpr/mcp-local-rag

Easy-to-setup local RAG server with minimal configuration.

Active · last commit Oct 22, 2026

MCP Server Odoo

ivnvxd/mcp-server-odoo

Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.

Active · last commit Oct 10, 2026

PageIndex MCP

VectifyAI/pageindex-mcp

Reasoning-based RAG system for chatting with long PDFs.

Maintained · last commit Jul 25, 2026

Nanobanana MCP Server

zhongweili/nanobanana-mcp-server

An MCP server that provides image generation and editing capabilities.

Active · last commit Oct 2, 2026

Kindly Web Search MCP Server

Shelpuk-AI-Technology-Consulting/kindly-web-search-mcp-server

Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, Hermes…

Maintained · last commit Oct 10, 2026

Blockrun MCP

BlockRunAI/blockrun-mcp

Web search, deep research, prediction markets & crypto data for AI agents.

Active · last commit Oct 20, 2026

TrueMemory

buildingjoshbetter/TrueMemory

The memory your AI should have had from the start.

Active · last commit Aug 29, 2026

MCP Omnisearch

spences10/mcp-omnisearch

MCP server for integrating Omnisearch with LLMs.

Active · last commit Oct 21, 2026

MCP Logseq

ergut/mcp-logseq

MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.

Active · last commit Sep 27, 2026

MCP Documentation Server

andrea9293/mcp-documentation-server

Local-first document management and semantic search for AI coding agents.

Active · last commit Aug 27, 2026

Ori Memory

aayoawoyemi/Ori-Mnemos

Persistent memory infrastructure for AI agents.

Active · last commit Oct 1, 2026

Context Engine

melonelish/context-engine

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

Maintained · last commit Jul 11, 2026

Veritasgraph

bibinprathap/VeritasGraph

Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.

Maintained · last commit Oct 25, 2026

varun29ankuS MCP Server

varun29ankuS/shodh-memory

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

Active · last commit Sep 27, 2026

Knowledge RAG

lyonzin/knowledge-rag

Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers.

Active · last commit Oct 25, 2026

OrchestKit Docs MCP

yonatangross/orchestkit

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch.

Active · last commit Oct 26, 2026

Alfanous - Quranic Search Engine

Alfanous-team/alfanous

Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.

Maintained · last commit Jun 14, 2026

Guaardvark

guaardvark/guaardvark

Local AI studio on your GPU: images, video, music, voice, RAG.

Active · last commit Oct 24, 2026

PMB AI

oleksiijko/pmb

Local-first persistent memory for AI coding agents.

Active · last commit Sep 23, 2026