Discover Awesome MCP Servers

Veezee Skills MCP Server

Enables AI agents to enrich LinkedIn prospect data with current role, company, and experience through MCP or REST, with credit-metered access and free credits.

mcp-server-bioscience

Biological and medical data search MCP server.

ArmSight

An MCP server that autonomously optimizes ONNX ML models for Arm64 deployment, providing tools to analyze models, apply real INT8 quantization, benchmark performance, and generate Arm64-optimized Docker deployment packages.

Documentary MCP Server

Enables creating, listing, and searching project-based documentation with Markdown content, table of contents, full-text search, and multi-client support via Streamable HTTP transport.

jsx-analyzer

Analyzes JSX component prop usage in React/JSX codebases, enabling detection of specific props, missing props, and substring matching for prop values.

swagger-mcp-tool

A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documentation from local files or remote URLs. It enables users to search for APIs, retrieve detailed endpoint definitions, and fetch schemas to facilitate code generation and API integration.

@cododel/yandex-wordstat-mcp

MCP server for the Yandex Wordstat v2 API, enabling keyword search volume queries, regional distribution, and trends analysis via Wordstat tools.

kismet-wireless-mcp

A read-only MCP server for querying Kismet Wireless systems, enabling AI agents to retrieve network status, datasources, devices, and alerts via REST API.

instant-db

An MCP server that enables AI assistants to create and manage persistent SQLite databases through natural language without requiring SQL knowledge. It allows users to propose schemas, store records, and perform complex queries across multiple databases for structured data tracking.

rti-mcp

An MCP server that lets you query your own RTI applications on India's RTI Online portal, including status, overdue requests, and reply PDFs, without re-entering OTP and captcha for every lookup.

kali-mcp-server

A Dockerized Kali Linux MCP server that enables LLMs to perform network security scans, penetration testing, and reconnaissance using tools like Nmap, Nikto, Hydra, and SQLMap.

Gemini MCP

Enables image processing and analysis using Google's Gemini 2.5 Flash model. Supports local files, URLs, and Base64 images with streaming responses and automatic output saving.

agent-bridge

An MCP server that lets Claude Code and Codex delegate tasks to each other via the Agent Client Protocol.

Alibaba Cloud Supabase MCP Server

Enables AI assistants to manage Supabase projects deployed on Alibaba Cloud through natural language commands. Supports project creation/deletion, database querying, security configuration, and table management operations.

zentao-mcp-server

A Model Context Protocol (MCP) server that integrates with Zentao's RESTful API to manage bugs, including listing, resolving, closing, and commenting, with support for product and project set contexts.

FastAPI MCP Template

Production-ready API server template integrating FastAPI with Model Context Protocol (MCP) for LLM integration, structured logging, and comprehensive testing.

esolat-mcp

MCP server providing Malaysian/global prayer times (JAKIM + Aladhan fallback), nearest mosque/surau finder, and Islamic calendar events.

bedrock-agent-core-operations-hub-mcp

An autonomous AI operations hub for enterprise e-commerce that uses a decentralized MCP mesh and LLM-as-Judge consensus to detect and self-heal infrastructure issues.

Weather MCP Server

Demonstrates creating and connecting an MCP weather server using FastMCP, with support for integration with Claude Desktop, Cursor, and local LLMs to query weather alerts and information.

mcpHydroSSH

An SSH MCP server that enables users to connect to and manage remote servers directly from Claude Code. It provides tools to execute commands, monitor connection status, and dynamically manage server configurations through natural language.

notepadpp-mcp

MCP server for Notepad++ on Windows that allows opening files, checking editor status, and saving/loading session snapshots.

codeigniter-mcp

A Model Context Protocol server that accelerates CodeIgniter-inspired PHP framework development by generating, validating, and maintaining idiomatic MVC plus Services/Repository code via 7 tools and 4 resources.

Spryker Package Search Tool

An MCP server that enables natural language search capabilities for Spryker packages and code across GitHub repositories, allowing users to find Spryker modules and documentation using conversational queries.

secure-harness-mcp

Verify-and-repair secure-coding harness that generates, hardens, audits, and scores Go code with a build and security scan feedback loop, and includes a transparent proxy to harden any client automatically.

Onecompiler APIs MCP Server

Enables code execution in 70+ programming languages and databases through the Onecompiler API, allowing users to run and test code directly from their MCP-enabled applications.

mc-rp-assistant-mcp

Enables reading, validating, and managing Minecraft resource packs, including structure checks, asset listing, pack comparison, and Modrinth queries.

FastGPT Knowledge Base MCP

Intelligent knowledge base management tool that enables searching, browsing, and analyzing documents across multiple datasets with smart document analysis capabilities.

xProof

A trust primitive that anchors verifiable proofs of existence and authorship on the MultiversX blockchain, with agent-native support for MCP, x402, and other protocols.

DevSecOps MCP Server

Integrates SAST, DAST, IAST, and SCA security testing tools for AI-powered DevSecOps automation, enabling comprehensive security scanning and reporting through natural language interfaces.

Centralaizer

A local-first, privacy-preserving centralized memory hub for AI agents — MCP-compatible, zero cloud egress.