Discover Awesome MCP Servers

RETICOLO MCP

MCP server for the RETICOLO V10 rigorous coupled-wave analysis solver, enabling agents to compute RCWA spectra, convergence scans, and field maps via MATLAB Engine API without launching the MATLAB desktop.

graphward

Private, local-first code intelligence MCP server that builds a static graph of repositories and exposes search, architecture, impact analysis, and review tools via MCP.

CNKI MCP Server

Enables AI assistants to search and retrieve paper information from CNKI (China National Knowledge Infrastructure), supporting 15 search types, pagination, sorting, and detailed metadata extraction.

YouTrack MCP Server

Enables AI assistants to interact with JetBrains YouTrack 2025.2 for managing issues, sprints, dependencies, time tracking, and knowledge base content. Supports CRUD operations, bulk commands, analytics with Gantt charts and critical path analysis, and covers ~80% of the YouTrack REST API.

Weather MCP Server

A simple demonstration server for the MCP Python SDK that provides weather alerts for locations, allowing users to query weather information through Claude Desktop or Cursor.

Horizon MCP

An MCP server that exposes the Horizon content aggregation and analysis pipeline as a suite of modular tools. It enables users to automate fetching, AI-based scoring, filtering, background enrichment, and summary generation for various data sources.

tealium-mcp-server

Enables Tealium data layer validation, debugging, documentation generation, and code generation through natural language, assisting tag management specialists and analytics engineers.

Memento

Provides persistent memory for AI tools by building a local knowledge graph from conversations, enabling cross-session recall and context awareness without cloud dependencies.

Notion MCP Server

Enables Claude to interact with Notion workspaces, including searching, reading, creating, and editing pages and databases, as well as managing comments and users.

SEO MCP Server

Enables SEO page generation with competitor research and Schema.org structured data. Provides tools to search competitors for a keyword and generate high-quality SEO content with FAQPage schema.

Grinfi MCP Server

Connects Claude to your Grinfi.io account, enabling management of contacts, automations, messages, and more through natural language.

ru-finance

MCP server providing financial data from Moscow Exchange and Bank of Russia, including quotes, bond metrics, interest rates, and portfolio analysis. Enables AI agents to analyze Russian financial markets through natural language.

Outreach Deliverability MCP

Provides rules, checklists, and audits for cold outreach deliverability across email, LinkedIn, Instagram, and X, helping ensure messages land in inboxes rather than spam folders.

RespondThat MCP server

Enables AI agents to draft and send customer-support email replies, access brand knowledge, list mailboxes, and check credit balance via the RespondThat API.

crewmail

File-based MCP server for AI coding agents to coordinate via inbox messaging and human escalation.

Oura-MCP

Ask your Oura Ring about sleep, readiness, activity, stress and heart rate in ChatGPT or Claude, in any language. Read-only, 10 task-oriented tools; runs in a sandbox demo mode with no credentials.

swiftsign-mcp

E-signature for AI agents. An MCP server that lets Claude Code, Cursor, Zed, or any MCP-aware agent prepare, send, track, and seal legally binding documents without a human ever touching a mouse.

Claudemon

Turns Claude Code agents into pixel creatures with personalities that you can watch work in your files, and includes a top-down brawler game called Clawland.

Receita Federal PJ

Consulta dados cadastrais de empresas brasileiras na Receita Federal a partir do CNPJ, com opção de quadro societário, para uso via MCP.

cco-mcp

Real-time audit and approval system for Claude Code tool calls, enabling monitoring and control of AI agent actions with a web dashboard.

FlowLens MCP Server

Enables coding agents to access recorded browser flows (user actions, network, console, etc.) for debugging and regression testing without reproducing issues.

helix-pilot

GUI automation MCP server that enables AI agents to see and control the Windows desktop using a local Vision LLM (Ollama), supporting screenshot analysis, mouse/keyboard actions, and autonomous task execution.

Minimal Godot MCP

Provides instant GDScript syntax validation and diagnostics by bridging Godot's native Language Server Protocol to MCP clients. Enables real-time syntax checking in AI assistants without requiring custom plugins or context switching to the Godot editor.

youtube-analytics-mcp

Enables an AI assistant to query the full YouTube Analytics, Data v3, and Reporting API surface for one or multiple channels you own, with unrestricted parameters, local OAuth handling, and large-result output to files.

local-Rag

A local-first document retrieval MCP server that enables AI coding tools like Codex to search private local documents via semantic search and keyword boost, supporting ingestion of PDF, DOCX, TXT, Markdown, and HTML files.

Alephant MCP

Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 320+ models.

Placement Analyzer MCP

An MCP server for college placement cells to analyze student profiles from bulk Excel data, search students, and access evidence-backed skill intelligence from resumes, GitHub, LeetCode, and portfolios. It provides tools for skill gap analysis and profile completeness evaluation.

ScholarMind

A multimodal academic research assistant for LLM Agent papers, enabling paper search, PDF/figure understanding, knowledge graph memory, learning paths, and reproducible experiments via MCP.

DevAssist MCP Server

A production-ready MCP server for GitHub and competitive programming (Codeforces) that enables AI assistants to fetch user profiles, repository stats, contest history, and personalized problem recommendations.

FinData MCP

FinData MCP gives AI agents access to market data, company fundamentals, and macroeconomic indicators via MCP. It covers stocks, ETFs, crypto, forex, commodities, and economic time series.