MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
MCP server for Google SERP search, images, news, maps, and knowledge graph results.
PythonMIT★ 1Few starsNeeds a key
Federated, local-first search for an AI — one query across transcripts, files, knowledge graph, vector store, and the web, fused by trust-weighted RRF. Apache-2.0.
PythonApache-2.0★ 28No key
Fully local MCP server and CLI for web research
PythonMIT★ 2Few starsNo key
Redis Vector Library. The AI-native Python client for Redis.
OfficialPythonMIT★ 432No key
Lightning-fast RAG for AI agents. ONNX-powered, 4-layer fusion, MCP server. No PyTorch.
PythonMIT★ 11No key
MCP server for arXiv.org - Search, analyze, and export academic papers with AI assistants. Features advanced paper discovery, citation analysis, trend tracking, and multi-format exports.
PythonMIT★ 19No key
Open-source metasearch backend, MCP server, and AI search API for LLM agents. Python FastAPI search gateway with Google search via SerpBase and Serper, multi-engine search aggregation, structured JSON
PythonMIT★ 60No key
A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.
PythonApache-2.0★ 3.2kNo key
MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search
PythonMIT★ 43No key
A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.
PythonMIT★ 1.5kNo key
MCP server for privacy-friendly web search through a configurable SearXNG instance
PythonAGPL-3.0Few starsNo key
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
PythonApache-2.0★ 13kNo key
MCP Server for AI-driven scientific research
PythonMITFew starsNeeds a key
Lossless context compression for LLMs: 2x-8x fewer tokens, byte-exact reconstruction (sha256-verified). MCP server for Claude Code & Cursor.
PythonMIT★ 8No key
MiniMax Search is an MCP (Model Context Protocol) server that provides web search and browsing capabilities.
MCPLink only★ 58
A content exploration toolkit that helps LLMs surface high signal, unsummarized web content. It makes extensive use of clean APIs and Markdown conversion to enable targeted content extraction and know
PythonMIT★ 4Few starsNo key
🔌 Exposes Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, knowledge base, and memory consolidation.
PythonMITFew starsNo key
A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.
PythonMIT★ 194No key
Terminal-first search and Model Context Protocol (MCP) server over 1M+ open-access documents — papers, standards, case law, books — with citations, PDFs and license-aware access.
PythonMITFew starsNeeds a key
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
PythonMIT★ 6.2kNo key
Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.
PythonMIT★ 115No key
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!
PythonApache-2.0★ 2.9kNo key
Embedded single-file store for facts that change: exact vector search, full revision history, no server. numpy-only.
PythonApache-2.0★ 1Few starsNo key
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