Awesome Mcp Servers

A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list.

MCP server for analyzing WallStreetBets

PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

MCP server for Brazilian agricultural data — connect LLMs to 10 public data sources via agrobr

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).

An unofficial MCP interface to interact with the PapersWithCode API

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MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments

mcp server for tidb

The most complete Mailchimp Marketing API MCP server: 227 tools across campaigns, audiences, reports, segments, automations and full e-commerce, with multi-account support and runtime-security guardrails (read-only, dry-run, audit, per-tool risk metadata).

A simple minimal weather mcp server :)

A Model Context Protocol (MCP) server implementation that enables comprehensive configuration and management of Higress.

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

A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route requests through a single endpoint with load balancing, and support both deployed (HTTP) and local (stdio) transports — all with sensible defaults and YAML-based configs.

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.

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

MCP Server for Trino

ESP RainMaker MCP server

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

BICScan MCP Server

The flight recorder for Claude Code. Persistent memory across sessions, hook-level capture of every edit, error and decision, and a bracket around /goal so an unattended run cannot poll all night, lose its record, or die silently. Nothing self-reported: the run report is what the hooks saw.

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.

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MCP server for managing Proxmox VE clusters through AI assistants

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.

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-сервер проверки контрагентов РФ: ЕГРЮЛ, банкротство, налоговые долги, приставы и арбитражные дела. Для разведки компаний. Russian counterparty check MCP.

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

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

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

The Daisys mcp server

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

Your data, explored locally — and your AI agents kept on a leash. A federated data explorer with governed agentic access.

mcp tool to generate qrcode

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

63 deterministic quant computation tools for autonomous financial agents. Options, derivatives, risk, portfolio, statistics, crypto/DeFi, macro/FX, TVM. 1,000 free calls/day — no signup.

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

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.

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

MCP server for Google Search Console: 17 read-only tools covering performance queries, quick wins, CTR gaps, cannibalisation, traffic-drop diagnosis and indexing, plus a self-contained white-label HTML SEO audit in English or Italian. Claude Code plugin, .mcpb bundle, Docker.

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

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

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