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firecrawl

The context API to search, scrape, and interact with the web at scale. 🔥

MCP Server187.2k

gpt4free

The official gpt4free repository | various collection of powerful language models | opus 4.6 gpt 5.3 kimi 2.5 deepseek v3.2 gemini 3

MCP Server66.6k

meilisearch

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

MCP Server59k

qmd

mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local

MCP Server29k

LEANN

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

MCP Server12.8k

claude-context

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

MCP Server12.4k

fff

The fastest and the most accurate file search SDK for AI agents, Neovim, Rust, C, Python, Bun and NodeJS

MCP Server10.1k

local-deep-research

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

MCP Server9k

devenv

Fast, Declarative, Reproducible, and Composable Developer Environments using Nix

MCP Server7.4k

NLWeb

Main reference implementation for NLWeb, implemented in Python.

MCP Server6.3k

semble

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

Agent6k

anysearch-skill

Unified real-time search engine skill for AI agents. Supports general web search, vertical domain search, parallel batch search, and full-page content extraction.

Skill5.9k

AutoRAG

AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.

Agent5.1k

exa-mcp-server

Exa MCP for web search and web crawling!

MCP Server5k

wigolo

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

MCP Server4.8k

openrag

OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.

MCP Server4.5k

mgrep

A calm, CLI-native way to semantically grep everything, like code, images, pdfs and more.

Agent4.4k

docsearch

:blue_book: The easiest way to add search to your documentation.

Plugin4.4k

pipeshub-ai

PipesHub is an open-source platform for securely connecting enterprise knowledge to AI. Give AI agents trusted context and your team permission-aware search with verified citations across your business systems.

MCP Server3.7k

hister

Your own search engine

MCP Server3.6k

SocratiCode

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less t

MCP Server3.3k

cocoindex-code

A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent 🌟 Star if you like it!

Plugin2.7k

modelcontextprotocol

The official MCP server implementation for the Perplexity API Platform

MCP Server2.5k

degoog

Search engine aggregator with a comprehensive plugin/extension system

MCP Server1.9k

grepai

Semantic Search & Call Graphs for AI Agents (100% Local)

MCP Server1.8k

ck

Local first semantic and hybrid BM25 grep / search tool for use by AI and humans!

MCP Server1.7k

coding_agent_session_search

Unified TUI and CLI to index and search your local coding agent session history across 11+ providers (Codex, Claude, Gemini, Cursor, Aider, etc.)

Agent1.1k

crw

Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use ma

MCP Server962

master-fetch

MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.

MCP Server869

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