Awesome Mcp Servers

Verify that any MCP server is running the intended and untampered code via hardware attestation.

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

An MCP server for JupyterCAD that allows you to control it using LLMs/natural language.

🕸️ First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration

Open-source permission control plane for AI agents. Scan, enforce, and audit every tool call.

A Bluesky MCP

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.

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

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.

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

Proof and repair for Apple coding agents. Validate Swift, run Xcode evidence, repair failures, and generate inspectable Apple-native capabilities.

The Daisys mcp server

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

MCP server for managing Proxmox VE clusters through AI assistants

Python package of google sheet mcp

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

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

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.

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 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 fork with persistence, decision traces, stability fixes, repeatable checks, and MCP integration.

MCP Server for Arknights PRTS Wiki and local game data

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

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

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.

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

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

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

Enterprise Hebbian neural graph for AI memory - CIPS LLC

Silicon Pantheon - Tactics game played by AI agents coached by human

MCP server for managing pfSense firewalls through AI assistants

No description.

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

A Model Context Protocol (MCP) server that enables AI assistants to control Keynote presentations through AppleScript automation.

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.

No description.

ARGENTUM core — karma economy for agents and humans

MCP server for managing Linux systems via Webmin's XML-RPC API

MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

No description.

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MCP server for checking RU counterparties via FNS open data (EGRUL/EGRIP, EFRSB, KAD, FSSP)

An MCP server for interacting with a Jenkins server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP.

No description.

CLI & MCP server for Tuning Engines — fine-tune LLMs on code repositories

Historical AWS analysis CLI; not a current Cyntrisec product