Discover Awesome MCP Servers

Simple MCP Server

A learning-focused MCP server demonstrating tool, resource, and prompt functionalities including greeting, arithmetic, time retrieval, file reading, dynamic profiles, and document summarization.

Quip MCP Server

MCP server for reading Quip documents and spreadsheets, enabling interaction with Quip content via natural language.

lexware-mcp-server

MCP server for the Lexware Office API that enables management of invoices, contacts, articles, vouchers, and more through the Model Context Protocol.

eSIM MCP Server

MCP server that lets a chatbot browse eSIM plans, sign in, prepare quotes, and execute wallet or card purchases on an existing eSIM platform, with safe typed tools.

tiny-notion-mcp

A lightweight Notion MCP server that minimizes token usage by returning Markdown instead of raw JSON, enabling efficient read/write operations on Notion pages.

Network AI

Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)

PostgreSQL MCP Server

A Model Context Protocol server that enables interaction with PostgreSQL databases for analyzing setups, debugging issues, managing schemas, migrating data, and monitoring performance.

ttc-mcp

A Model Context Protocol server for Toronto Transit Commission (TTC) that exposes subway, streetcar, and bus schedules, real-time arrivals, vehicle positions, and service alerts, plus multi-modal trip planning.

mcp-oxidized

Provides MCP tools to query, compare, and analyze network device configurations managed by Oxidized, such as listing devices, viewing backup status, and generating diffs between configuration versions.

Mono Memory MCP

A self-hosted MCP server that provides AI assistants with a shared, persistent SQLite-backed memory for storing and retrieving project context, decisions, and discoveries. It enables cross-session continuity and team-wide knowledge sharing to keep AI coding tools aligned and informed.

Siigo MCP Server

Enables integration with Colombian accounting software Siigo through its API. Supports managing products, customers, invoices, purchases, credit notes, vouchers, payment receipts, journals, and generating financial reports.

demo-redshift-mcp

Enables natural-language analysis of insurance customer migration data through CrewAI agents, providing tools for querying renewals, churn, competitor returns, and feature adoption.

Taiwan Stock Agent

Provides comprehensive Taiwan stock market data and analysis through MCP tools. Enables querying real-time stock prices, historical data, company information, technical analysis, and market overviews for TWSE and TPEx listed companies.

GitHub PR Review MCP

An MCP server that collects Pull Request comments from private GitHub repositories, including issue comments, review comments, and review summaries.

Panorama MCP Server

A read-only MCP server for Palo Alto Panorama policy review that reads security rules, finds duplicates, broader coverage, conflicts, and overlaps, and returns preclear decisions without committing changes.

python-mcp-server

A Model Context Protocol server that enables AI agents to query a Graphiti knowledge graph and pgvector document store for evidence-backed responses via hybrid search and RAG.

standards-mcp

Transforms static coding standards into a queryable live data store for AI agents, delivering task-specific rules and fix guidance on demand. This optimizes context window usage through progressive disclosure, ensuring agents apply relevant governance without loading massive documentation.

local-corporate-kb

Local RAG knowledge base for Qwen Code, enabling document indexing and semantic search via MCP tools. Supports metadata filtering and document retrieval without external dependencies.

MailScript MCP Server

An MCP server that enables interaction with the MailScript API, allowing management of email workflows and automation through natural language commands.

Grist MCP Server

Connects Claude Desktop to Grist spreadsheets, enabling users to browse documents, tables, and columns through natural language. It supports reading, writing, and querying data using standard record operations or direct SQL queries.

Auxílio Emergencial

Verifies the receipt of the Brazilian Auxílio Emergencial (emergency aid) by a beneficiary using CPF and NIS. It is a read-only, hosted MCP server that works with any MCP client.

Bridge Metrics MCP

Provides real-time cross-chain bridge metrics, enabling AI agents to analyze liquidity, transaction flows, and performance across blockchain networks.

Solana Vault MCP

A secure Model Context Protocol server that enables AI assistants to interact with the Solana blockchain without direct access to private keys, supporting operations like balance checking, SOL transfers, and transaction history retrieval.

LinkedIn MCP Server

Enables AI agents to manage LinkedIn profiles, posts, connections, skills, education, and certifications through the LinkedIn API.

NLB Singapore Library MCP Server

Enables searching the National Library Board Singapore catalogue by title, author, ISBN, or subject, and checking real-time availability of books across library branches.

fileman

Enables agents to organize messy folders into structured libraries by scanning, planning, and applying reorganization via a manifest-first, non-destructive workflow.

@pilat/mcp-datalink

MCP server for PostgreSQL, MySQL, and SQLite that gives AI assistants secure database access via the Model Context Protocol.

NeverBounce MCP Server

A Model Context Protocol server that integrates with NeverBounce API to validate email addresses, checking if they are valid, deliverable, and safe to send to.