Discover Awesome MCP Servers

postiz-mcp

Enables interaction with Postiz for social media scheduling, content management, and analytics through MCP-compatible clients, with write and delete operations gated by environment variables.

mcp-research

An incremental financial-data MCP server built on Cloudflare, currently offering a read-only Hono API for accounts, transactions, and analytics with D1 and Drizzle. Future plans include OAuth and MCP integration.

mcp-csv-analyst

An MCP server that enables AI assistants to load, query, and analyze local CSV files using tools for filtering, aggregation, and grouping. It provides capabilities to describe schemas, calculate statistics, and sample data directly from CSV files.

SkillFM BYOK Vault MCP

BYOK vault and provider API key usage guidance for MCP-capable agents.

forge-repo-mcp

Enables AI agents to investigate and repair Python/pytest repositories in isolated Git worktrees with audit trails, without modifying the original repository.

Azure DevOps MCP Server

Provides Azure DevOps tooling for AI agents, enabling interaction with projects, work items, repositories, and pipelines through natural language.

MCP Session Coordinator

Coordinates multiple AI coding sessions with file locking, intent broadcasting, and cross-session messaging to prevent edit conflicts and enable collaboration.

OpenZIM MCP Server

OpenZIM MCP Server provides AI models structured, offline access to ZIM format knowledge archives (Wikipedia, Wiktionary, Stack Exchange, Kiwix Library) via a Model Context Protocol server with smart namespace navigation, full-text search with suggestions, structure-aware retrieval (sections, tables of contents, related articles), link-graph extraction, archive-type presets, and both Simple (single natural-language tool) and Advanced (8 specialized tools) modes with streamable HTTP transport, bearer auth, and per-entry resources with subscriptions.

losbeto

Provides point-in-time Brazilian market data and official statistics, enabling accurate backtesting and AI agent access to vintage, unrevised data, as well as Brazilian financial primitives like PIX code generation and business day calculations.

Deslopify

A universal MCP server that acts as a code quality gate for AI assistants, providing pre-generation guidance, post-generation review, and root cause analysis to improve code quality.

todo-assistant

Manages TODO tasks with operations like add, list, complete, update, and delete, stored in a JSON file.

mcp-atlassian-attachments

A Model Context Protocol server for downloading Jira Cloud attachments by attachment ID to local disk. Supplements the official Atlassian MCP server which lacks attachment download functionality.

Supabase MCP Server

Enables notes management through MCP integration with a Supabase PostgreSQL database, supporting full CRUD operations. It features secure user data isolation using JWT authentication and Row Level Security policies.

VEPmcp

Enables variant annotation and effect prediction using the Ensembl VEP API, with support for batch and single queries.

KnowledgeSmith MCP

Enables efficient editing of RBT documents with structured operations that read and modify specific sections or blocks. Reduces LLM token consumption by 80-95% compared to full file operations through smart caching and partial document access.

atlassian-readonly

Enables AI assistants to securely read and search Jira and Confluence Cloud content while enforcing read-only access and protecting stored credentials.

Simple MCP Data Manager with AI

A Python-based Model Context Protocol server that integrates local AI models for managing data with features like CRUD operations, similarity search, and text analysis.

statcan-mcp

MCP server giving LLMs live access to Statistics Canada's full catalogue of 8,200+ data tables via the Web Data Service, with tools to search tables, inspect dimensions, and fetch time series data using plain-language prompts.

Doktor MCP Server

Enables AI assistants to search the doktor.mx directory for over 56,000 verified doctors and medical specialists across Mexico. It provides tools for verifying professional licenses, finding specialists by symptoms or conditions, and checking medical insurance compatibility.

amnesic

Persistent semantic memory for your SQL databases. The name is ironic — it remembers everything.

Containarium-Cloud

Persistent, secure LXC sandbox environments for AI agents with native MCP support.

Docker MCP Server

Enables LLMs to safely execute code in isolated Docker containers with resource limits and security controls, supporting session management and automatic dependency installation.

EdgeHop

Stop grepping. Start knowing. EdgeHop turns a codebase into a queryable graph and serves it over MCP — find where a symbol lives, who calls a function, the type hierarchy, and the shortest path between two symbols, resolved from the compiler's semantic model instead of text search. Language support is pluggable: C#/Razor and JavaScript/TypeScript today, with more extractors on the way — and it re

Hammerspace Storage Management MCP Server

Enables natural language management of Hammerspace storage clusters with automated file ingestion, tagging, tier management, and vector embedding generation. Supports real-time file monitoring, multi-format document processing, and Kubernetes-based ingestion workflows with Milvus integration.

ChatCrystal

Local-first AI PKM memory server for coding conversations. Imports Claude Code, Cursor, Codex CLI, Trae, and GitHub Copilot chats into notes, semantic search, tag graphs, Markdown exports, and MCP memory tools.

n8n Community Nodes MCP Server

This MCP server enables users to search and access documentation for community-developed n8n nodes and official built-in nodes. It provides token-optimized responses for discovering n8n packages and documentation directly through AI assistants.

data-austin

Enables querying Austin, TX open data from data.austintexas.gov using the Socrata SODA API, allowing AI agents to access municipal datasets through natural language.

Coding Standards MCP Server

Automatically enforces team coding standards in AI-assisted development by providing an MCP server that AI assistants can query for language-specific standards, style guides, and best practices.

j-hunt-mcp

A local job-hunting MCP server for discovering jobs across pluggable web sources, tracking applications through a status lifecycle, and managing profiles/resumes, with geo/map-region search.

Pollinations MCP Server

Enables AI agents to generate images and text using Pollinations.ai, with SSE support for n8n workflows.