Discover Awesome MCP Servers

BSN Inventory MCP

Enables identification of BSN SKU/material and real-time inventory availability through natural language queries and vector search.

metabo-idmapper

Converts messy metabolite names into standard database identifiers (KEGG, HMDB, ChEBI, PubChem, InChIKey) and performs crosswalking to Mouse-GEM for metabolic model input, with deterministic tools and an LLM reasoning layer for identity disambiguation.

mathcp

A stateless MCP server for mathematical constants, hosted on Cloudflare Workers, enabling listing constants, calculating pi to arbitrary precision, finding primes in a range, and investigating prime gaps.

PCAP-Analyzer MCP Server

Enables natural language analysis of network packet captures, including protocol detection, flow analysis, and security threat identification, integrated with AI assistants.

Pixio-MCP

An MCP server providing access to 554+ generative AI models with spend safety guardrails, enabling text-to-image, image-to-video, and more through a simple 4-call workflow.

butler-memory-mcp

MCP server providing layered, PostgreSQL-backed long-term memory for AI agents with versioned, audited writes and sensitive candidate filtering. Agents persist only explicitly requested facts, preferences, and project context via MCP tools.

Vendor Risk Assessment MCP Server

Enables AI-powered vendor risk assessment using AWS Titan, allowing users to evaluate individual vendors, compare multiple vendors, and get industry risk benchmarks through natural language queries.

CLARA MCP Server

A hybrid pulmonary radiology diagnostic backend that provides MCP agent skills for vision inference, clinical RAG, report synthesis, and escalation, with multi-layer security.

Amazon POE MCP Server

Extracts data from Amazon's Product Opportunity Explorer in Seller Central via browser automation, enabling niche search and CSV export of search terms, products, customer reviews, returns, and insights using natural language.

Bilibili MCP

Enables searching for Bilibili videos through a standardized MCP interface, returning video information including title, author, view count, and duration with pagination support.

MCP Server Boilerplate

A minimal, well-documented MCP server boilerplate providing a reusable baseline with tools, resources, prompts, and extensive documentation for building custom MCP servers.

optiflow-mcp

A Claude Code plugin that merges token optimization and compression tools into a single MCP server, enabling context-aware token management, session analytics, and compact-continue checkpoints for efficient AI interactions.

code-execution-mcp

An MCP server that enables AI agents to execute terminal commands and Python code on the host system, leveraging Agent Zero's battle-tested implementation with session management and smart output handling.

apocrypha

Enables assistants to maintain an append-only memory for personal context that should not be stored in their built-in memory, with tools for noting, recalling, and compressing memories.

DeFi Trading Agent MCP Server

Transforms AI assistants into autonomous crypto trading agents with real-time market analysis, portfolio management, and trade execution across 17+ blockchains.

Casper Network MCP Server

Enables interaction with the Casper Network blockchain via MCP, providing tools for wallet creation, CSPR transfers, staking/delegation, and account queries.

Metacognitive Compute Scheduler

An MCP server that decides whether each step of an agent requires cheap intuition (System 1) or expensive deliberation (System 2) by learning from experience rather than hand-written rules.

EspoCRM-MCP

Open source MCP server for EspoCRM

PT-MCP (Paul Test Man Context Protocol)

Provides comprehensive codebase analysis and semantic understanding through integrated knowledge graphs, enabling AI assistants to understand project structure, patterns, dependencies, and context through multiple analysis tools and format generators.

Grok2Blender

Enables natural language control of Blender 4.2+ with vision feedback, allowing users to create and manipulate 3D scenes through Grok AI, and supports handoff to Resolve via GRS.

ytmusic-mcp

Enables searching YouTube Music and managing playlists: create/delete playlists, add/remove/reorder tracks, and more via natural language.

VideoGen Advisor

A unified MCP server for video generation that intelligently routes requests to HeyGen (for avatar/presenter videos) or Google Veo (for creative/cinematic content).

ucon-mcp

Verified unit conversion and dimensional analysis for AI agents. 190+ units, 31 domain formulas (clinical, physics, aerospace, SRE), physical constants with uncertainty propagation. Refuses invalid conversions structurally: the tool that won't convert mg to mL and knows the difference between torque and energy.

vision-mcp-ms

A cloud vision MCP server that enables text-only LLMs like DeepSeek to analyze images via OpenAI-compatible APIs (e.g., SiliconFlow), offering a single analyze_image tool with support for URL/data URLs and automatic model fallback.

safe-mcp-suite

A hardened suite of two MCP servers — a terminal command executor and a file organizer — built on one shared, deny-by-default safety core.

MCP Docs Server

Aggregates documentation from multiple sources (llms.txt format or web scraping) and provides semantic search capabilities using vector embeddings and hybrid search for each documentation source.

automatised-pipeline

A Rust MCP server that indexes codebases into a property graph and provides tools for code intelligence, such as searching, context, impact analysis, and change detection.

@webability/mcp

An MCP server for web accessibility testing that enables scanning, auditing, and fixing WCAG, ADA, and other compliance issues directly from your IDE, with free local scans, AI-generated framework-aware fixes, and verification capabilities.

mcp-instagram-dm

MCP server for Instagram Direct Messages. Read inbox, send messages, search conversations, react to messages, manage pending requests, and more. 15 tools with cookie-based authentication.

Docker MCP Server

Enables AI assistants to interact with Docker containers through safe, permission-controlled access to inspect, manage, and diagnose containers, images, and compose services with built-in timeouts and AI-powered analysis.