Discover Awesome MCP Servers

bloom-mcp

MCP server for Bloom Growth that allows users to update metrics, check scorecards, and manage rocks directly from Claude.

User Management MCP Server

A Model Context Protocol server demonstrating user management capabilities with tools for creating, retrieving, and generating random user data.

Cruxible Core

Deterministic decision engine with DAG-based receipts. Build entity graphs, query with MCP, get auditable proof.

Biomolecule Modeling MCP Server

Enables AI assistants to clean PDB structures and run initial-stage energy relaxation for biomolecular modeling. It provides a structured workflow for preparing structures before production molecular dynamics or coarse-graining pipelines.

Aethereum

Coordinates AI coding agents across machines by sharing interface contracts, intent, and breaking-change alerts, enabling agents to negotiate changes before they break each other.

build-quality-mcp

Enables Claude-powered pre-push code review, blocking bad commits by analyzing diffs with Anthropic's models.

ecommerce-mcp-chat-server

Exposes database queries (Users, Products, Orders) from a NestJS backend to AI agents via MCP, enabling real-time database interactions in chat sessions.

Agentic MCP Server

Acts as the 'Hands and Eyes' for an Autonomous AI Agent, bridging Large Language Models and your local development environment to enable safe file manipulation, context reading, command execution, and documentation verification.

cocoon

An MCP server that provides a single tool for discovering, auto-installing, sandboxing, and calling any API from the printing-press corpus. It enables agents to seamlessly find and execute API operations without per-API setup.

runtime-guard

ai-runtime-guard is an MCP server that sits between your AI agent and your system, enforcing a policy layer before any file or shell action takes effect. No retraining, no prompt engineering, no changes to your agent or workflow, just install, configure once, and your agent operates within the boundaries you set.

RTTA Arena MCP Server

Enables AI agents to participate in a blockchain-based reverse Turing test game, with tools for session management, room matching, gameplay actions, and automatic play.

MCP Meeting Agent

Enhances meetings by providing technology trivia questions, interesting fun facts, and current GitHub trending repositories. Generates formatted meeting notes with engaging content to make meetings more interactive and informative.

Heroku MCP Code Execution - Python

An MCP server for securely executing Python code, supporting STDIO, Streamable HTTP, and SSE transports, with easy deployment on Heroku.

PostgreSQL MCP Server with GitHub OAuth

An MCP server that enables chatting with PostgreSQL databases using secure GitHub authentication for access control between read and write operations.

mcp-audit

An MCP server that gives AI agents observability over their own tool calls, enabling auditing, cost tracking, latency analysis, and alerting.

ToolFront MCP Server

Securely connects AI agents to multiple databases simultaneously while enabling collaborative learning from team query patterns, all while keeping data private by running locally.

Semantic Scholar MCP Server

Enables searching academic papers, exploring citation graphs, and looking up authors from Semantic Scholar's database of 200M+ papers.

camera-mcp

MCP server that exposes local webcam capabilities to Claude via ffmpeg/DirectShow, enabling listing cameras, taking photos, and recording/stopping videos on Windows.

MySQL MCP Server

A MySQL MCP server for secure database interaction, enabling schema inspection, query execution, and RBAC via AI coding assistants.

parseapi-mcp

Official parseAPI MCP server providing IP/place data, email/phone/domain validation, weather, currency, timezone, and holiday lookups as tools for AI agents.

Chisel

Reduce context usage on file use. Send only unified diffs instead of full files (up to 20-100× fewer tokens), and read large files with targeted grep/sed instead of full reads (up to 500×). Kernel-enforced path confinement hard-locks the agent to a configured root: no accidental reads or writes outside scope. Standalone for your file access or embed in any MCP server (Rust, Node.js, Python via

MCP Server for SAP OData v4

Exposes SAP OData v4 actions as AI-callable tools, enabling natural language scheduling of background jobs.

Agent Module

Agent-native knowledge infrastructure. Deterministic, vertical-specific knowledge bases for autonomous agent consumption via MCP. Ethics modules mapped to EU AI Act articles. Free 24-hour trial.

MCP Jira Server

Enables AI assistants to interact with Atlassian Jira via API token authentication, with 46 optimized tools across modular architecture for CRUD, agile, dashboard, and search operations.

Dify Management MCP

Allows programmatic management of a Dify instance, including listing and creating datasets, managing applications, and tool providers.

ows-mcp-wallet

Enables AI agents to check balances and send transactions across multiple blockchains with automatic spending limit protection and policy enforcement.

GLM-4.6 MCP Server

Enables Claude to consult GLM-4.6's architectural intelligence for system design, code analysis, scalability patterns, and technical decision-making. Provides specialized tools for enterprise architecture consultation, distributed systems design, and code review through the Model Context Protocol.

mcp-brreg-no

Access Norway's official business register (Brønnøysund Register Centre) via MCP, enabling queries and integration with AI agents.

santismm-knowledge

Provides a read-only MCP interface to the Santismm Knowledge Platform, offering tools to retrieve curated content on engineering, AI patterns, architectures, governance, and agent taxonomy with structured output in English, Spanish, and Portuguese.

LINE Local MCP

A read-only MCP server that lets AI search and read both sides of a user's own LINE Desktop chat history on macOS using local database snapshots, without needing a LINE Official Account or altering unread state.