Discover Awesome MCP Servers

AI Image Analysis MCP

AI-powered image analysis using Google Gemini 2.0 Flash with enterprise security and multiple client access methods.

foldkit

Exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client like Claude Code, Cursor, or Cline.

Local BI Assistant MCP Server

Enables natural language business intelligence queries on local databases, generating SQL, visualizations, and insights with 5 MCP tools.

bnbchain-mcp

bnbchain-mcp

score-studio-mcp

This server enables agents to identify users and organizations, inspect versioned datasets and model lineage, start training jobs, run and read evaluations, verify deployments, and execute typed workflows through authenticated MCP endpoints.

Academic MCP

Enables AI tools to search and retrieve data from various South Korean and Japanese academic databases, including research journals, historical records, and legislative information.

SIA MCP Server

Provides read-only access to SIA data, including inmates, visits, services, and daily schedules via FastMCP. Enables querying prison system information without write operations.

Memento

A local, fully-offline MCP memory server that enables persistent storage and retrieval of information using SQLite with both keyword and semantic vector search capabilities.

Spotter-SAST

Enterprise-grade MCP server for static application security testing with multi-tool integration, compliance verification, AI-powered remediation, and multi-tenant management.

Vector MCP Server

Enables AI agents to interact with the Vector blockchain (Apex Fusion's UTXO-based L2) for wallet management, transactions, smart contracts, and on-chain AI agent identity management.

mind-mcp

An MCP server that gives AI citizens access to a shared knowledge graph governed by 21 physics laws.

LabOps Agent MCP Server

MCP server that enables clinical lab staff to predict reagent stockouts, check inventory, create orders, and update inventory canvases directly from Slack.

ZWCAD-MCP

Enables AI clients to drive ZWCAD drawing, modification, query, and plotting via natural language.

better-call-claude

Bi-directional communication for Claude Code via Voice Calls, SMS, and WhatsApp, allowing users to call Claude, receive callbacks, and interact through multiple channels.

Remote MCP Server (Authless)

A deployable Model Context Protocol server on Cloudflare Workers that enables custom AI tools without requiring authentication, compatible with Cloudflare AI Playground and Claude Desktop.

Semiconductor Supply Chain MCP Server

Provides structured access to semiconductor industry platforms to search for IP core suppliers, ASIC design services, and manufacturing resources. It enables users to estimate procurement costs, compare vendors, and query industry glossaries using natural language.

Chat Human MCP Server

Enables AI agents to send messages to human users via chat platforms (currently Discord) and optionally wait for human responses, facilitating human-in-the-loop interactions.

google-drive-mcp-server

Enables AI assistants to interact with Google Drive, including reading, searching, listing folders, and uploading files.

Depfender MCP Server

Enables users to scan software packages for data exfiltration and security threats directly within their IDE across npm, PyPI, Cargo, and Maven ecosystems. This tool helps ensure the safety of project dependencies by identifying potential risks before they are integrated.

Euclid

AI agents hallucinate math. Euclid fixes that. Connect once and give your agent 10 deterministic tools: arithmetic, unit conversion, statistics, datetime, finance, regex, color, encoding, validation, and geospatial. Same input, same output, every time.

creator-analysis-mcp

Remote MCP server that provides Creator Recommendation API tools (creator_research, creator_tagged_media, etc.) with secure authentication, rate limiting, and OAuth support for Claude clients.

superthread-mcp-extended

An enhanced MCP server for Superthread with comprehensive CRUD operations and optimized workflows, acting as a drop-in replacement with more functionality.

Portuguese Law MCP Server

Enables querying Portuguese legislation, including statutes, provisions, and EU law implementations, with tools for search, citation validation, and currency checks.

kiro-recall

A local MCP memory server for Kiro CLI that provides persistent semantic memory across sessions using SQLite for storage, Ollama for local vector embeddings, and Obsidian as a human-readable sync target.

filoo MCP server

Enables AI agents to shorten URLs, manage links, and track click analytics through 8 first-class tools, designed for use with Claude Desktop, Cursor, and other MCP clients.

Blocksworld Simulation MCP Server

Enables LLMs to interact with the Blocksworld Simulation to perform block manipulation actions, query real-time state, and verify multi-step plans. It bridges the Model Context Protocol with the simulation's REST API for AI planning research and agent development.

random-mcp

A random number generation MCP server hosted on Cloudflare Workers that provides tools for generating integers, floats, weighted choices, and samples from various probability distributions, usable from MCP clients like Notion AI.

mcp-cheapshark

Enables searching for game deals and looking up games across multiple stores using the CheapShark API.

agents-mcp-server

A set of MCP servers that provide AI agents with safe, composable access to web3 market data and trading, featuring read-only intelligence and execution modes with SIM/PAPER/LIVE safeguards.