Discover Awesome MCP Servers

Fast Embedding MCP SSE

Provides fast static embedding, similarity, and search capabilities via MCP tools and an OpenAI-compatible HTTP API using a tiny 16M-parameter English embedding model.

korean-vocational-learning-map-mcp

MCP server providing a local learning graph for the Korean vocational high school curriculum (2022 revised), including 8,425 achievement standards, topics, and 10 tools for searching standards, topics, prerequisites, and learning roadmaps.

meetmyagent-mcp

Enables AI assistants to search, browse, and list businesses, services, and products on the MeetMyAgent marketplace.

fizzy-mcp

Enables AI assistants to interact with Fizzy boards, cards, and projects through natural language, with full API coverage and multiple transport options.

mcp-arcgis-fontana

Enables searching and querying City of Fontana, California open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services.

mcpMulti.py

Um loop de chat simples que inclui múltiplos servidores MCP.

job-search-mcp

MCP server that aggregates job listings from Remotive and Arbeitnow, with local SQLite caching, application tracking, and saved searches.

Vetroscope MCP

A read-only Model Context Protocol server for Vetroscope that provides LLMs with detailed time-tracking data, including reports, app/project breakdowns, goals progress, and activity status, all from a local SQLite database.

MCP SVG Animator

Enables creating and iterating on animated SVG diagrams from text input, photos of sketches, and YAML specifications, with support for shapes, connections, SMIL animations, and file output.

cli2mcp

Enables AI assistants to call any CLI tool by scanning its help output and serving it as an MCP server.

ProdE AI ProdE AI makes is your 24/7 available pr

Preserves context across multiple codebases with AI capabilities. For more info visit https://app.prode.ai

ai-agent-logs-mcp

Enables AI agents to manage prompts and sessions via the ai-agent-logs API, with tools for health checks, login, listing/creating prompts, and retrieving sessions.

n8n Templates API MCP Server

Enables querying the public n8n workflow template library via API, supporting search by keyword, category, app, or node, ranking by views, and exporting importable workflow JSON.

Local Events Finder

Connects Claude to the Ticketmaster API to let users discover local events by city, category, keyword, or weekend through natural conversation.

osv-advisory-mcp-server

Query OSV.dev for package vulnerabilities, batch-audit dependency lists, and fetch full advisory records via MCP.

mcp-vitacore

A session memory consolidation and architectural oversight system that uses Gemini and SQLite to manage agent context and detect technical contradictions. It enables automated session summarization, long-term context evolution, and background refactor planning for AI agents.

BrowserMCP Secure

Security-hardened MCP server that gives AI assistants full control over your real browser session, supporting 36 tools for navigation, data extraction, monitoring, and more.

Bitte MCP Proxy

Um monorepositório contendo servidores do Protocolo de Controle de Modelos (MCP) para diferentes serviços, com foco principal em integrações com a Bitte AI.

csv-analyzer

A local MCP server for analyzing CSV files from your filesystem, particularly suited for chatbot conversation logs. Allows listing, reading, filtering, merging, and statistical analysis of CSV data via natural language.

Sparky Crypto Prices Oracle

Free real-time cached CoinGecko USD prices + 24h change. No key, no signup, 15/min rate limit. x402 paid v2 soon. Perfect for trading/research agents.

TypesenseKit MCP Server

Provides a secure MCP server for operating Typesense, exposing 95 typed operations for search, collection management, and system administration. Read-only by default, with opt-in write access for human and AI agents.

email-mcp-server

Cross-platform MCP server and CLI for email operations, including send, read, search, and contact management, compatible with Gmail, Outlook, Yahoo, and any IMAP/SMTP providers.

pci-dss-mcp

PCI DSS v4.0.1 compliance scanner for Go payment services, delivered as an MCP server. Every finding maps to a specific PCI DSS requirement ID. Taint-aware cardholder data flow analysis with PCI SSC FAQ semantics, designed to complement broad SAST tools like Semgrep and CodeQL - not replace them.

Semantic Scholar MCP Server

Enables access to the Semantic Scholar Academic Graph API for searching and retrieving detailed information about academic papers, authors, citations, and references.

git-mcp

Automates creating Pull Requests (GitHub) and Merge Requests (GitLab) using git CLI, repository templates, and LLM-assisted content generation from your diff and commit logs.

eu-filings

Access European company data and financial filings from multiple sources including GLEIF, ESEF, UK Companies House, and curated index lists. Supports search, filing retrieval, and XBRL data extraction.

Tennis Warehouse MCP Server

Provides secure access to Tennis Warehouse product data, enabling users to search for tennis equipment (racquets, bags, shoes), check product availability, find deals, and browse categories through natural language queries while protecting internal API details.

ClawResearch MCP Server

Enables AI assistants to interact with the ClawResearch autonomous AI research platform, including paper search and submission, peer review management, and agent collaboration.

HDU Academic System MCP Server

Enables AI assistants to interact with Hangzhou Dianzi University's academic system through automatic login and course schedule retrieval. Supports secure authentication and structured academic data access for HDU students.

no-tax-on-tips-mcp

MCP server that exposes the OBBBA No Tax on Tips federal deduction logic as callable tools, enabling users to check eligibility and estimate tip deductions.