Search & Data Extraction
Web search, data scraping, API aggregation, and information retrieval.
100 tools indexed
n8n
by n8n-io
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
Brave Search MCP Server
by Anthropic
Web search via Brave Search API
ddgs
by deedy5
DDGS | Dux Distributed Global Search. A metasearch library that aggregates results from diverse web search services
chunkhound
by chunkhound
Local first codebase intelligence
exa-mcp-server
by exa-labs
Exa MCP for web search and web crawling!
arxiv-mcp-server
by blazickjp
A Model Context Protocol server for searching and analyzing arXiv papers
OpenMetadata
by open-metadata
OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team colla
deep-research
by u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
rulego
by rulego
⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.
STAMP
by KatherLab
Solid Tumor Associative Modeling in Pathology
FantasyPremierLeague
by joreilly
Fantasy Premier League Kotlin/Compose Multiplatform sample
Mantic.sh
by marcoaapfortes
A structural code search engine for Al agents.
marmot
by marmotdata
Marmot helps teams discover, understand, and leverage their data with powerful search and lineage visualisation tools. It's designed to make data accessible for everyone.
mcp-searxng
by ihor-sokoliuk
MCP Server for SearXNG
mcp-omnisearch
by spences10
🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Com
octocode
by Muvon
Semantic code searcher and codebase utility
Frappe_Assistant_Core
by buildswithpaul
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model
akshare-one-mcp
by zwldarren
MCP server that provides access to Chinese stock market data using akshare-one
Financial-Modeling-Prep-MCP-Server
by imbenrabi
A Model Context Protocol (MCP) implementation for Financial Modeling Prep, enabling AI assistants to access and analyze financial data, stock information, company fundamentals, and market insights.
flexible-graphrag
by stevereiner
Flexible GraphRAG: Python, LlamaIndex, Docker Compose: 8 Graph dbs, 10 Vector dbs, OpenSearch, Elasticsearch, Alfresco. 13 data sources (9 auto-sync), KG auto-building, schemas, LLMs, Docling or Llama
octocode-mcp
by bgauryy
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codeb
paperbanana
by llmsresearch
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.
flow-like
by TM9657
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.
claude-historian-mcp
by Vvkmnn
📜 An MCP server for conversation history search and retrieval in Claude Code
comfyui-mcp-server
by joenorton
lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI
mcp_massive
by massive-com
An MCP server for Massive.com Financial Market Data
mcp-local-rag
by shinpr
Local-first RAG server for developers using MCP. Semantic + keyword search for code and technical docs. Fully private, zero setup.
server-google-news
by ChanMeng666
【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support.
exstruct
by harumiWeb
Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines
seline
by tercumantanumut
Seline is a local-first AI desktop application that brings together conversational AI, visual generation tools, vector search, and multi-channel connectivity in one place.
kindly-web-search-mcp-server
by Shelpuk-AI-Technology-Consulting
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, etc.). Suppo
powerbi-mcp
by sulaiman013
MCP server for natural language interaction with Power BI datasets
FinanceMCP
by guangxiangdebizi
这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型（如Claude）提供全面的实时金融数据访问能力，支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等
vulnerable-mcp-servers-lab
by appsecco
A collection of servers which are deliberately vulnerable to learn Pentesting MCP Servers.
facebook-ads-library-mcp
by talknerdytome-labs
MCP Server for Facebook ADs Library - Get instant answers from FB's ad library
hulunote
by hulunote
An open-source outliner note-taking application with bidirectional linking.
octomind
by Muvon
Highly configurable autonomous efficient-first agentic AI framework for CLI
mcp-server-excel
by sbroenne
Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API
datagouv-mcp
by datagouv
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
opentargets-mcp
by nickzren
MCP server for Open Targets Data
local-history-mcp
by xxczaki
MCP server for accessing VS Code/Cursor's Local History
mcpcat-typescript-sdk
by MCPCat
MCPcat is an analytics platform for MCP server owners 🐱.
OneCite
by HzaCode
📚 An intelligent toolkit to automatically parse, complete, and format academic references.
ols4
by EBISPOT
The EMBL-EBI Ontology Lookup Service (OLS)
ncp
by portel-dev
Natural Context Provider (NCP). Your MCPs, supercharged. Find any tool instantly, load on demand, run on schedule, ready for any client. Smart loading saves tokens and energy.
academia_mcp
by IlyaGusev
Academia MCP server: Tools for automatic scientific research
fred-mcp-server
by stefanoamorelli
Open-source FRED MCP Server (Federal Reserve Economic Data)
mcpcat-python-sdk
by MCPCat
MCPcat is an analytics platform for MCP server owners 🐱.
linkedapi-mcp
by Linked-API
MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
datawrapper-mcp
by palewire
A Model Context Protocol (MCP) server for creating Datawrapper charts using AI assistants.
codebase-context
by PatrickSys
Local-first Second brain for AI agents working on your codebase - detects your team coding conventions and patterns, brings in persistent memory, code-generation checks, and hybrid search with eviden
qdrant-mcp-server
by mhalder
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
jenkins-mcp-enterprise
by Jordan-Jarvis
The most advanced Jenkins MCP server available - Enterprise debugging, multi-instance management, AI-powered failure analysis, vector search, and configurable diagnostics for complex CI/CD pipelines.
holoviz-mcp
by MarcSkovMadsen
✨A MCP server that provides intelligent access to the HoloViz ecosystem for humans and AIs.
biomed-agent
by nickzren
Connecting AI agent to biomedical data
heuristic-mcp
by softerist
Enhanced MCP server for semantic code search with call-graph proximity, recency ranking, and find-similar-code. Built for AI coding assistants.
shinzo-ts
by shinzo-labs
TypeScript SDK for MCP server observability, built on OpenTelemetry. Gain insight into agent usage patterns, contextualize tool calls, and analyze server performance across platforms. Integrate with a
naver-search-mcp
by isnow890
MCP server for Naver Search API integration. Provides comprehensive search capabilities across Naver services (web, news, blog, shopping, etc) and data trend analysis tools via DataLab API.
MalwareBazaar_MCP
by mytechnotalent
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.
deep-research-mcp
by pinkpixel-dev
A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this da
flutter-ai-labs
by theshivamlko
A curated collection of LLM-powered Flutter apps built using RAG, AI Agents, Multi-Agent Systems, MCP, and Voice Agents.
gtm-mcp
by pouyanafisi
MCP server for Google Tag Manager: read tags/triggers/variables, publish containers, and audit changes via Claude/Gemini.
rulego-server
by rulego
A lightweight dependency-free workflow automation platform. Supports iPaaS, stream computing, MCP, and AI capabilities.
PDB-MCP-Server
by Augmented-Nature
A Model Context Protocol (MCP) server that provides access to the Protein Data Bank (PDB) - the worldwide repository of information about the 3D structures of proteins, nucleic acids, and complex asse
scopus-mcp
by qwe4559999
A Model Context Protocol (MCP) server for Elsevier Scopus. Allows AI assistants like Claude to search academic papers, retrieve abstracts, and analyze author profiles directly.
druid-mcp-server
by iunera
A comprehensive Model Context Protocol (MCP) server for Apache Druid that provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Druid clusters. Built with Spring Boot
daedra
by dirmacs
Daedra is a high-performance DuckDuckGo-powered web search and research Model Context Protocol (MCP) server written in Rust. It provides web search and page fetching capabilities that can be used with
estonia-ai-kit
by stefanoamorelli
🇪🇪 AI SDK for Estonian government services - including MCP servers for Business Register, Tax Board, Open Data Portal. Connect Claude, GPT & other AI models to Estonia's digital infrastructure.
fo-semantic-mcp
by xplusplusai
AI-powered semantic search for Microsoft Dynamics 365 F&O development. Find and understand X++ code through natural language queries via Model Context Protocol (MCP).
mcp-devbrain-stdio
by mimeCam
DevBrain - MCP Server for Indie Developers and Founders. Remote MCP server at: https://devbrain.svenai.com/mcp
dbt-core-mcp
by NiclasOlofsson
dbt Core MCP Server: Interact with dbt projects via Model Context Protocol
ra-mcp
by AI-Riksarkivet
MCPs for Riksarkivet open APIs. This covers both agents and mcps
qurio
by irahardianto
Self-hosted RAG engine for AI coding assistants. Ingests technical docs & code repositories locally with structure-aware chunking. Serves grounded context via MCP to prevent hallucinations in software
cie
by kraklabs
Code Intelligence Engine — indexes your codebase and gives AI assistants deep understanding via MCP (semantic search, call graphs, 20+ tools)
eMCP-Nexus
by huzaifa1-0
AI-powered MCP marketplace enabling AI engineers to deploy, monetize, and scale MCP tools using a pay-per-task execution model with integrated Stripe and Web3/crypto billing.
paper_reader
by itshen
An MCP server that empowers AI assistants (Cursor, Claude, Cherry Studio) to search, read, and summarize arXiv papers directly.
google-knowledge-graph-mcp
by houtini-ai
MCP server for Google's free public Knowledge Graph Search API - search for structured entity information about people, places, organizations, and concepts
medulla
by skeletor-js
A free, open-source, git-native knowledge engine for software projects.
TARILIO
by electronart
AI-powered Information Retrieval with integrated AI Assistant, MCP Client, Local LLM server
robosystems-mcp-client
by RoboFinSystems
Official MCP (Model Context Protocol) client adapter for connecting AI agents to the RoboSystems Financial Knowledge Graph API. Access comprehensive financial data including accounting transactions, f
sovereign-lightning-oracle
by jonathanbulkeley
SLO is a minimal protocol that allows agents and contracts to purchase signed, verifiable BTCUSD price assertions—using Lightning payments—with a design that generalizes to other metrics with variable
cli
by mcpgod
Fine-grained control over model context protocol (MCP) clients, servers, and tools. Context is God.
paper-search-mcp
by openags
A MCP for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
CoexistAI
by SPThole
CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mappi
gptr-mcp
by assafelovic
MCP server for enabling LLM applications to perform deep research via the MCP protocol
mcp-server-tree-sitter
by wrale
MCP Server for Tree-sitter
mcp-gsc
by AminForou
Google Search Console Insights with Claude AI for SEOs
project-mcp
by pouyanafisi
Intent-based MCP server for project documentation search. Maps natural language queries to the right sources automatically—no configuration needed. The standard for AI agent documentation search.
plotnine-mcp
by Fervoyush
MCP server bringing ggplot2's grammar of graphics to Python via plotnine. Create publication-quality statistical visualizations through natural language with AI assisted IDEs like Claude-Code, Cursor
uspto_enriched_citation_mcp
by john-walkoe
High-performance MCP server for USPTO Enriched Citation API v3 with AI-powered data extraction, token-saving context reduction, progressive disclosure workflows, and seamless cross-MCP integration
ga-ai-mcp-server
by mattwilkerson1121
NodeJS and claude desktop ai custom mcp server to query GA4 data
aleatoric-engine-mcp
by aleatoric-systems
Aleatoric Engine Causal AI Data Generator MCP Client
npm-helper-mcp
by pinkpixel-dev
A Model Context Protocol (MCP) server providing tools for NPM package management and dependency updates. Helps LLMs like Claude interact with npm packages, search npm registry, and keep dependencies u
mcp-client-registry
by TianqiZhang
Community registry of MCP clientinfo.name values with official names and metadata for reporting and insights.
stock-mcp
by huweihua123
专业的金融市场数据 MCP 服务器 - 支持A股/美股/加密货币，原生 MCP 协议，AI Agent 友好
openrouter-deep-research-mcp
by wheattoast11
A multi-agent research MCP server + mini client adapter - orchestrates a net of async agents or streaming swarm to conduct ensemble consensus-backed research. Each task builds its own indexed pglite d
Web-Algebra
by AtomGraph
Suite of generic Linked Data/SPARQL as well as LinkedDataHub-specific MCP tools
healthcare-mcp-public
by Cicatriiz
A Model Context Protocol (MCP) server providing AI assistants with access to healthcare data and medical information tools, including FDA drug info, PubMed, medRxiv, NCBI Bookshelf, clinical trials, I
pubmed-mcp-server
by cyanheads
A Model Context Protocol (MCP) server enabling AI agents to intelligently search, retrieve, and analyze biomedical literature from PubMed via NCBI E-utilities. Includes a research agent scaffold. STDI
dataproduct-mcp
by entropy-data
A Model Context Protocol (MCP) server for discovering data products and requesting access in Data Mesh Manager, and executing queries on the data platform to access business data.