Discover Awesome MCP Servers

MCP Toolkit Server

Provides a set of safe tools for AI agents to fetch web pages, extract metadata, analyze CSVs, and get timestamps through the Model Context Protocol.

Access Network Config Audit Agent

A read-only MCP server exposing GPON access-network tools for inventory, status, configuration diff, and alarms, enabling a LangGraph agent to audit ONT provisioning against a golden baseline. It runs against a simulated network and enforces read-only constraints at multiple levels.

Jira MCP Server

A Model Context Protocol server that enables AI applications to interact with Jira issues, projects, and workflows through a standardized interface.

Asr_mcp_server

A Model Context Protocol (MCP) server that provides ASR(Automatic Speech Recognition) capabilities using the whisper engine. This server exposes TTS functionality through MCP tools, making it easy to integrate speech synthesis into your applications.

Rubiscout Email Analysis MCP Server

Analyzes raw email headers and emails for phishing, spoofing, and BEC using AI forensics, SPF/DKIM/DMARC/ARC validation, and IP reputation checks. Exposes analyze_email, get_analysis, and list_analyses as MCP tools.

mcp-cache-tools

Analyzes, generates, simulates, and optimizes caching strategies across HTTP, CDN, and browser layers for AI agents.

Jira & Confluence MCP Server

A Model Context Protocol (MCP) server that connects AI assistants to Jira and Confluence, enabling search, create, update, and comment operations with rich Markdown-to-ADF conversion.

NuMetric MCP Server

A read-only MCP server for the NuMetric.work accounting/POS/ERP platform, exposing 38 tools to query live business data such as financial statements, invoices, taxes, projects, inventory, and documents. It enables AI assistants to answer from real accounting data without any create, edit, or delete capabilities.

immybot-mcp

An MCP server for ImmyBot IT automation platform, enabling management of computers, deployments, software, and maintenance sessions through ImmyBot's API.

Ontraport MCP Server

Stateless Node.js service that exposes Ontraport CRM functionality as structured tools for AI agents via the Model Context Protocol.

ProteinAtlas MCP Server

A comprehensive Model Context Protocol (MCP) server for accessing Human Protein Atlas data, providing information about protein expression, subcellular localization, pathology, and more.

SAP Datasphere MCP Server

Model Context Protocol server that lets AI assistants explore and query SAP Datasphere — metadata discovery, catalog search, OData and SQL queries, ETL extraction, data lineage and column profiling — with built-in config-driven PII masking.

Cairn

Enables agents to assert and recall typed facts with idempotent writes, freshness, and assurance verdicts. Provides MCP tools for persistent memory across sessions via SQLite-backed storage.

agentsync

Enables multiple AI agents to collaborate on the same git repository by coordinating work via a shared claims branch, detecting file conflicts before they happen.

Campaign Intelligence Toolkit MCP

An MCP server that orchestrates deterministic analytics, benchmarks, recommendations, and forecasting to provide AI-driven campaign analysis and executive reports.

pref_mt_cuiaba_cnd-mcp

Enables querying negative debt certificates (Certidão Negativa de Débitos) from the Prefeitura de Cuiabá, MT, through a read-only MCP tool.

Windows Automation MCP Server

Provides comprehensive Windows system control including file operations, process management, window control, screenshots, clipboard access, PowerShell/CMD execution, and optional mouse/keyboard automation and browser control capabilities.

HAOS MCP TypeScript

A TypeScript-based Model Context Protocol (MCP) server template built with mcp-framework that provides a starting point for creating custom MCP tools with examples for tool development and integration with Claude Desktop.

supermem

Enables storing and querying a personal knowledge graph as a shared memory, allowing agents and tools to remember facts, entities, relations, and recall relevant context via natural language hybrid search.

Qdrant RAG Build

Enables users to build and manage a complete retrieval-augmented generation pipeline through conversation, including file ingestion, collection management, hybrid search, reranking, citations, and a guided setup wizard.

mcp-currents

Wraps the Currents API to provide access to news articles and headlines through MCP. Enables querying current events and news data using natural language via Pipeworx gateway.

ropey

Enables coding agents to perform safe, project-wide Python refactoring (rename, move, extract, inline, change signature, organize imports, etc.) with a dry-run safety contract and LSP-coordinate addressing.

node2flow/binance-mcp

Provides 23 tools for interacting with Binance exchange, including market data, trading, order management, and account queries via the Model Context Protocol. Supports both public market data (no API key required) and authenticated operations like placing and canceling orders.

AI Developer Workspace MCP Server

Enables AI agents to manage local project files and Git operations through MCP tools, including file CRUD, search, Git status, recent commits, and project summaries.

mcp-kafka

Enables MCP-capable clients to monitor and manage Apache Kafka clusters, including topics, partitions, configs, and consumer groups with lag, while enforcing configurable security modes, topic allowlists, protected topics, and audit logging.

crossref-mcp

Enables searching and retrieving scholarly metadata from Crossref's public REST API, including works, journals, funders, and members, without requiring an API key.

paper_research-mcp

Enables searching PubMed papers by keyword and year range, retrieving abstracts by PMID, and summarizing/interpretation in Korean using Claude.

CLIranks

CLIRank - API discovery for AI agents. APIs scored on CLI relevance: auth method, JSON responses, headless operation, pricing transparency. Search by capability, compare alternatives, read agent-contributed docs. 6 MCP tools for discovery, comparison, and documentation. Agents contribute observations back - crowdsourced API docs by machines, for machines.

mcp-wikivoyage

Work-in-progress MCP server that will provide travel guides and destination information from Wikivoyage via the MediaWiki API.

Unlimited Agent

Enables a private ChatGPT app to remotely control a Windows PC through file operations, PowerShell, screenshots, mouse and keyboard input, clipboard, and Chrome browser automation.