Discover Awesome MCP Servers

bora-mcp

MCP server for searching and extracting official announcements, decrees, and resolutions from the Argentine Official Gazette (Boletín Oficial de la República Argentina). It enables LLMs to perform real-time searches and retrieve verbatim legal text with complete juridical fidelity.

JSON Schema Validator MCP

Validates JSON payloads against JSON Schema deterministically, providing precise validation results and error paths.

ragwatcher

Local RAG over a directory, served as an MCP tool plus CLI, with incremental indexing, zero-config defaults, and offline CPU-only operation.

llamacpp-mcp

An MCP server for running local LLMs using llama-cpp-python, with built-in tools for generating drug-like molecule SMILES.

AWS Documentation MCP Server

Enables access to AWS documentation through natural language by fetching and converting documentation pages to markdown, searching AWS docs, and getting content recommendations for AWS service documentation.

clickhouse-mcp-server

Enables interaction with ClickHouse databases via MCP, providing tools to list databases and tables and execute safe SELECT, SHOW, and DESCRIBE queries.

TCP Bolivia MCP Server

Enables AI assistants to search Bolivian Constitutional Court jurisprudence, legal cases, and resolutions, and download official signed PDF documents.

Excel Tools MCP

An MCP server for reading, writing, and analyzing Excel files using Python, pandas, and openpyxl. It enables tasks such as managing multiple worksheets, performing structural data analysis, and creating new files from JSON data.

australian-law-mcp

MCP server for the Federal Register of Legislation, enabling point-in-time searches, retrieval, and verification of Australian Commonwealth law, including citation checking.

Memory MCP

Provides project memory management for Claude Desktop, storing memories as Markdown files with intelligent keyword-based retrieval and automatic creation/update decisions by LLM.

Time MCP Server

A remote MCP server running on Cloudflare Workers that provides LLMs with time-related tools including current time, relative time, timezone conversion, and timestamps.

stock-image-mcp

An MCP server for searching and downloading stock images from Unsplash, Pexels, Pixabay, Freepik, StockVault, and Burst, enabling AI agents to source images for content creation via tool calls.

AML (Vínculos Societários)

Maps corporate affiliations of a Brazilian individual from CPF for anti-money laundering (AML) due diligence. Read-only hosted MCP server with one tool, works with any MCP-compatible client.

xiangguangyu-skills

An MCP Server implementing the Model Context Protocol, providing 5 professional AI skills as callable tools: MBTI relationship analyzer, fact-checker, deep business analysis, game audio design, and skill radar.

mcp-hayabusa

Enables Windows event log forensics by wrapping Hayabusa, offering EVTX scanning, Sigma rule exploration, ATT&CK coverage analysis, and detection engineering resources.

youtube-complete-mcp

MCP server exposing YouTube Data, Analytics, and Reporting APIs as agent-callable tools with multi-brand-account authentication, quota tracking, and a safety policy that excludes destructive operations like video deletion.

TickTick MCP Server

Enables task and project management in TickTick through natural conversation, supporting task creation with priorities, due dates, recurring schedules, and fuzzy search across tasks and projects.

Release Readiness Triage MCP

MCP server that aggregates test failures, cross-references flakiness history, and outputs a release readiness verdict.

mdia-feegow-mcp

Exposes the Feegow clinic management API as MCP tools for agents, enabling scheduling, patient management, and more via natural language.

horizon-mcp

Enables natural language querying of Snowflake-managed Iceberg tables via Horizon IRC and DuckDB, without using a Snowflake warehouse.

MCP-CampusX

A learning project that demonstrates building MCP servers with FastMCP, featuring a demo server with basic tools (dice rolling, addition) and a full-featured expense tracker with SQLite persistence, hierarchical categories, CRUD operations, and expense summarization.

Codebeamer MCP Server

Enables efficient interaction with Codebeamer V3 APIs by consolidating 30+ individual API calls into 12 intelligent tools with built-in caching and rate limiting, reducing API calls by 70-98% for project management, bug tracking, and item operations.

google-health-mcp-server

MCP server to read daily activity, sleep, heart rate, and body metrics from Google Health API, allowing AI assistants like Claude to access your health data. Optionally syncs health metrics to an Obsidian vault.

Gmail MCP Server

Enables AI assistants to manage Gmail accounts through natural language for tasks like sending, reading, searching, and organizing emails. It supports advanced features including draft management, label operations, and batch actions via secure OAuth 2.0 authentication.

macnotes-mcp

A production-ready MCP server for macOS that provides async, cache-backed access and background queued writes to Apple Notes. It enables seamless integration for reading, creating, and managing notes through standard tools like ScriptingBridge while supporting background service execution.

kelnix-datamind-curator

AI-Ready Data & Context Engineering API. Connect any data source, query with natural language, clean and standardize data, build AI-ready context packages, and redact PII automatically. 25 free credits on signup.

agent-failure-archive

Enables MCP-compatible agents to query a pay-per-call archive of production failure post-mortems, with free tools for sampling and claim prechecks and paid tools for searching incidents, auditing claims, generating risk briefs, and retrieving research or full archive data.

Tribunal TRF6: Certidão Negativa Cível e Criminal

Provides read-only lookup of negative civil and criminal certificates from Tribunal TRF6 via an official source, with prepaid per-query pricing.

Slovenian Competition MCP

Enables querying Slovenian competition data including AVK enforcement decisions, merger control decisions, and sector listings for AI compliance tools.

APIVerve MCP Server

Enables access to over 249 APIs through the Model Context Protocol, simplifying integration and usage without extensive technical knowledge.