Browse 31,932 community-built MCP servers
A token-efficient Python implementation for syncing and managing Readwise highlights, documents, and daily reviews with smart deduplication and state management.
Enables Claude to interact with Mattermost through search functionality, user management, channel operations, and team information retrieval. Supports message search by keywords/users/dates, thread viewing, and displays all timestamps in Korean Standard Time (KST).
Searchable access to GitLab documentation from multiple repositories with full-text search.
Enables secure interaction with billing systems through comprehensive PII/PCI redaction, field allowlisting, and multi-layer security controls. Protects sensitive financial data while providing LLMs safe access to account, subscription, and invoice information.
A Model Context Protocol server template for Cloudflare Workers that includes built-in OAuth authentication and SSE transport support. It serves as a secure bridge for hosting remote tools accessible from Claude Desktop or other MCP clients.
An educational example demonstrating how to build MCP servers in Python using FastMCP, showing how to expose tools, resources, and prompts to AI clients.
An implementation that enables interaction with the Solana blockchain through the Model Context Protocol, supporting all actions from the Solana Agent Kit for standardized protocol operations.
Uruguayan legislation via MCP — full-text search across statutes and provisions
MCP server for Yandex Cloud — compute, storage, serverless infrastructure (Russia)
A specialized MCP server that combines filesystem access with Z.ai GLM-4 model integration for code generation and repository management.
An MCP server that provides tools and resources for AI agents to interact with Amazon Redshift databases using SQL queries and schema exploration.
Connects VS Code Copilot to Telegram for mobile notifications, interactive approval workflows, and remote command input. Enables users to monitor AI agents, approve sensitive operations, and provide follow-up instructions from their smartphone.
MCP-native agent-to-agent messaging hub with channels, DMs, and semantic search
A comprehensive static analysis engine that detects schema mismatches between data producers (APIs, tools) and consumers (frontend, clients) across multiple languages including TypeScript, Python, and Go.
Hardened MCP bridge to the full Ollama ecosystem — local and cloud models. 6 tools covering health, model management, chat, and generation with SSRF mitigation, singleton HTTP client, and structured error handling. Two deps, one file.
Enables Claude to interact with ServiceNow instances through the ServiceNow API. Supports comprehensive ServiceNow operations including incident management, service catalog management, change requests, user management, and workflow automation through natural language.
Integrates simulated health data and task management to provide energy-aware scheduling based on calculated readiness scores. It allows users to query health summaries, manage tasks, and generate optimized daily schedules through a local SQLite database.
Assists in Advanced Persistent Threat malware analysis by providing tools to securely download samples via jump servers using SSH and SCP. It enables automated retrieval of remote files through a multi-hop configuration for analysis workflows.
Sourcegraph code search, semantic search, go-to-definition, find-references, and diff search.
Enables KYC (Know Your Customer) verification through API integration, supporting PAN card verification, PAN-Aadhaar link checking, and identity validation with advanced caching and rate limiting.
A robust SSH server following the Model Context Protocol that enables remote shell command execution, file management via SFTP, and support for multiple named server connections.
Enables LLMs to retrieve Tokyo Stock Exchange stock information and execute SQL queries on Databricks SQL warehouses, deployed as a Databricks App.
A high-performance RAG system that uses Crawl4AI for web content extraction and SQLite with sqlite-vec for high-speed semantic search. It features a RAM database mode for 10-50x faster query performance and intelligent content cleaning for efficient storage.
Enables semantic search and natural language product recommendations using ChromaDB vector store and Azure OpenAI embeddings. Supports multi-filter search by category, brand, and price with 8 specialized MCP methods for intelligent product discovery.
Verified GPU specs for AI agents. 1600+ GPUs, fuzzy matching, bounty links.
Connects AI systems to Local Falcon API, enabling access to local SEO reporting tools including scan reports, trend analysis, keyword tracking, and competitor data through the Model Context Protocol.
A Google Tasks API integration for MCP clients that enables full management of task lists and individual tasks within your Google account.
Medium CLI + 23-tool MCP server. Your IDE drafts replies. No API keys.
MCP server wrapping the Tesla Fleet API and TeslaMate API