Awesome Mcp Servers

MCP server for Chart Library — visual chart pattern search engine. Find similar historical stock charts and see what happened next.

🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers.

Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictions, and cross-session search.

Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer

BICScan MCP Server

ESP RainMaker MCP server

Tessera — Memory layer for every AI. 58 MCP tools, 54 REST endpoints, local-first, AES-256 encrypted.

Deterministic policy language for AI agents. Z3 + TLA+ dual-engine formal verification. Runtime enforcement <1ms.

A Bluesky MCP

No description.

Chat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly.

The Daisys mcp server

TickTick MCP for managing your To-Do using AI

MCP server for generating Mermaid diagrams from projects (local/GitHub) and rendering via Kroki.

Independent control for AI agent actions. Use any agent. Route risky actions through one policy boundary before they send, deploy, push, publish, or spend.

MCP Server for Vulnerabilities API from NVD NIST

Python package of google sheet mcp

A comprehensive MCP server that provides access to essential DevOps and networking tools through a standardized interface.

The CockroachDB MCP Server is a natural language interface designed for agentic applications to manage, monitor and query data in CockroachDB.

MCP server for managing Proxmox VE clusters through AI assistants

An MCP server for Unsplash photo search with proper attribution built-in. Key differentiator: Returns ready-to-use attribution_text and attribution_html for each photo, making it trivial for LLMs to build content pages with properly credited images (as required by Unsplash API guidelines).

A small FastMCP-based Microservice that renders LaTeX to PDF. The server exposes MCP tools to render raw LaTeX or templates and produces artifacts

mcp tool to generate qrcode

MCP EU AI Act Compliance Scanner - Open source tool to detect EU AI Act violations in codebases

LLM guardrails & prompt injection detection for Python. Auto-instruments LangChain, CrewAI, OpenAI, LiteLLM + 8 more frameworks. PII masking, toxicity detection, policy CI/CD. One line, zero code changes.

AI SOC Security Threat analysis using MCP Server

Model Context Protocol server for Conan

The missing cognitive primitive for AI agents. Decompose any text into classified semantic units — authority, risk, attention, entities. No LLM. Deterministic.

A Streamable HTTP MCP Server for Memvid

FinBrain MCP server: expose FinBrain datasets to AI agents (Claude, VSCode etc.) via SDK-first tools. Runs locally with each user's own FinBrain API key.

MCP server that allows LLMs to connect to and execute code using Piston

FastMCP server for managing and testing webhooks via webhook-test.com API

MCP server for Nano Banana AI image generation and editing via Ace Data Cloud.

A modern, cross-platform Model Context Protocol (MCP) server that enables AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently.

MCP server that turns Claude into a Fantasy Premier League analyst. 11 tools: captain picks, transfer suggestions, player comparison, hit calculator, chip strategy, differentials, fixtures, price predictions, live points, squad scout. pip install fpl-intelligence

LLM Council works together to answer your hardest questions

Memory system for autonomous agents - built by an agent, for agents

A general-purpose MCP server that lets AI work with multiple databases within clear boundaries.

Microsoft Azure Data Lake Storage MCP Server

Enterprise Hebbian neural graph for AI memory - CIPS LLC

Control Spotify from Claude, Cursor, or any MCP client. 100+ tools for playback, playlists, discovery, and curation.

An MCP server to interact with the UCSC Genome Browser API

Sophisticated AI chatbot with long-term memory capabilities, complete Notion workspace integration, and MCP (Model Context Protocol) implementation. Features semantic, episodic, and procedural memory systems.

MCP server for managing pfSense firewalls through AI assistants

Web scraping MCP server for AI agents — screenshots, content extraction, structured scraping

No description.

MCP server for WeCom (Enterprise WeChat) document operations — create, read, edit Docs and Smartsheets. Fills the doc-CRUD gap in the WeCom MCP ecosystem.

Production-ready MCP server for Greenhouse, designed for recruiters and hiring teams.

Educational MCP server with math operations, matrix algebra, data visualization, and persistent workspace

Creative AI MCP server — 32 tools (18 free): image generation, upscaling, bg removal, mockups, CMYK, print-ready PDF, vectorization, watermarking, enrichment, provenance. Pay per call via x402/Stripe/GCX.