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Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.

Skill·Apache-2.0·★ 1.9k·No key

18 Google Maps tools and 3 Agent Skills for place search, routes, travel planning, and local SEO—via MCP or standalone CLI.

Node.js·MIT·★ 471·No key

Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms via MCP. STDIO or Streamable HTTP.

Node.js·Apache-2.0·★ 163·No key

An MCP server for academic paper search that integrates with AI assistants (e.g., Claude Code, Cursor), enabling them to search and retrieve academic paper metadata.

Skill·MIT·★ 248·No key

Modular Python 3.11+ coding and agent platform — 130 modules spanning LLM agents (13+ providers), graph RAG, static analysis, git ops, cloud and container deployment, all exposed as 612 Model Context

Skill·MIT·★ 11·No key

HasData MCP server for web scraping and search. Google Search, Maps, Amazon, Zillow, Airbnb, YouTube and 20 more sites as structured JSON, hosted over streamable HTTP.

Hosted by author·MIT·★ 20·No key

ARIA Clinical Research MCP Server — exposes PubMed, ClinicalTrials.gov & ISRCTN as MCP tools. Any Claude agent can search 35M+ biomedical papers and 400K+ clinical trials in real time.

Python·MIT·★ 3·Few stars·No key

Compass is a context engine that builds a knowledge graph of your organization's metadata, capturing entities, relationships, and lineage across systems and time, making it discoverable and queryable

Go·Apache-2.0·★ 73·No key

Maps packages to source code. Allows coding agents to search any dependency with grep.

Hosted by author·MIT·★ 34·No key

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

Python·MIT·★ 44·No key

Rust MCP server giving AI agents filesystem superpowers: view, edit, batch-edit, shell and workdir tools with hash-verified line ids, gitignore-aware search, and transparent SSH/SFTP

Skill·Apache-2.0·★ 17·No key

NCBI E-utilities — federated Entrez search/fetch (PubMed/Gene/Nucleotide/…)

Hosted by author·MIT·Few stars·No key

Write your page once — AHTML emits MCP, OpenAPI, JSON-LD & llms.txt for AI agents from your existing Next.js, Vite or SvelteKit app. Zero migration. MIT.

Node.js·MIT·★ 7·No key

MCP server for Lacuna, a research map for machine learning: search directions, papers, authors, venues, and AI-generated research proposals.

Python·MIT·★ 7·No key

Real-time, provenance-invalidated cognitive cache for AI agents and RAG — build understanding once, reuse it everywhere, keep it fresh.

Python·Apache-2.0·★ 12·Needs a key

Connect Ratevert to ChatGPT, OpenClaw, Hermes, Claude, Codex or any MCP-compatible agent. Search supported assets, retrieve exact pair rates and compare markets with current values and canonical sourc

Hosted by author·MIT·★ 3·Few stars·No key

Tracking my journey into AI engineering, one module at a time. Fundamentals to agents, with hands-on projects. Open to all.

Skill·MIT·★ 9·No key

OVAT: OpenVINO Agentic Toolkit for AI PC. One YAML file and one command give you a tool-calling AI agent on Intel CPU, GPU and NPU.

Python·Apache-2.0·★ 5·No key

GEO-first SEO toolkit for Codex. Audit websites for AI search visibility across ChatGPT, Perplexity, Gemini, Google AI Overviews, and Bing Copilot with Codex skills, agents, crawler checks, citability

Skill·MIT·★ 12·No key

Convert documents once. Give agents only what they need — PDFs and Office files to clean Markdown, chunks and local search.

Python·MIT·★ 7·No key

Dry-run-first Google Ads search-term intent analyzer and negative-keyword MCP for agents.

Python·MIT·★ 2·Few stars·No key

MCP server for web search — give your AI agent real-time internet access

Node.js·MIT·★ 6·No key