Discover Awesome MCP Servers

Document Operator MCP

Enables AI assistants to read, modify, and create Word (.docx) and Excel (.xlsx) files through natural language commands, including batch queries and temporary table management.

zoty

A lightweight MCP server that connects AI agents to a local Zotero library for paper management and metadata retrieval. It enables users to search titles and abstracts, browse collections, and automatically ingest papers via arXiv ID or DOI with PDF attachments.

mcp-arcgis-fairfax

Provides access to Fairfax County open geospatial data via ArcGIS, enabling search, query, and schema inspection of datasets like parcels and zoning.

LocalDev MCP

A guarded Model Context Protocol server that lets AI assistants inspect, edit, test, and validate explicitly approved local software projects, featuring 49 focused MCP tools for project discovery, safe editing, Git inspection, Laravel integration testing, and more.

Figma MCP Server

A Python implementation of the Model Context Protocol server that enables AI assistants to interact with Figma through WebSocket connections, allowing them to read, analyze, and export design data.

mcp-rpg-worldstate

Gives an AI game master a persistent memory for tabletop roleplaying games by storing worlds, characters, plots, and scenes. It enables saving, searching, and loading game state (via MCP tools) so the GM doesn't have to recall plot and details only from the context window.

humor-mcp

Enables querying a local humor corpus with attribution and license restrictions, providing tools for search, ratings, and structural analysis.

obsidian-mcp-pro

The most feature-complete MCP server for Obsidian vaults. 23 tools and 3 resources for search, read, write, tags, link analysis, graph traversal, and canvas support.

awsome-kali-MCPServers

awsome kali MCPServers는 Kali Linux에 맞춰진 MCP 서버 세트로, 리버스 엔지니어링 및 보안 테스트에서 AI 에이전트의 역량을 강화하도록 설계되었습니다. 유연한 네트워크 분석, 대상 스니핑, 트래픽 분석, 바이너리 이해 및 자동화를 제공하여 AI 기반 워크플로우를 향상시킵니다.

Japanese Vocab Anki MCP Server

A Model Context Protocol server that enables language models to interact with Anki flashcard decks programmatically, with specialized features for Japanese language learning including vocabulary import, sample sentence generation, and spaced repetition review.

Agentic-RAG

An MCP-based multi-agent retrieval-augmented generation system that enables question answering over academic papers with hybrid search, knowledge graph multi-hop reasoning, and source-cited answers.

airi-xinchao

MCP server for Airi that manages dynamic mental state via stdio, offering tools to get context, log events, check status, settle, and retrieve mood/energy.

SEFAZ AM: Certidão Negativa de Débitos

Read-only MCP server for consulting official SEFAZ Amazonas negative debt certificates (Certidão Negativa de Débitos), with a single tool accessible via any MCP over HTTP client.

Forensic Artifact Investigator MCP Server

Enables local forensic analysis of files by orchestrating system binaries (file, exiftool, strings, Volatility) via safe subprocess execution.

pty-mcp

Enables AI agents to start and manage pseudo-terminal sessions, run shell commands and interact with REPLs programmatically.

mcp-access-oauth

A remote MCP server with Cloudflare Access OAuth authentication, deployable to Cloudflare Workers, enabling secure connections from MCP clients with identity-based access control.

tradingview-mcp

A type-safe MCP server that enables AI agents to control TradingView Desktop via Chrome DevTools Protocol, allowing chart state reading, symbol/timeframe changes, and OHLCV data fetching.

PageIndex Light MCP

Agentic PDF search via MCP, enabling intelligent document retrieval through LLM reasoning instead of vector similarity.

Portfolio Tracker MCP Server

Enables AI clients to track investment portfolios by retrieving positions, calculating profit and loss, and refreshing price data via Yahoo Finance. It allows users to monitor overall performance and query specific ticker details through natural language interactions.

Pythagraph RED MCP Server

Enables retrieval and analysis of graph data from the Pythagraph RED API. Provides detailed graph statistics, node/edge distributions, and formatted table outputs for data visualization and analysis.

Indeed MCP Server

Enables MCP clients to search Indeed job listings by keyword and location and retrieve full job postings as structured JSON, without requiring an Indeed developer account or partner approval.

Praxis

Gives AI assistants a reliable memory for proven, verified skills, enabling them to reuse successful solutions and avoid repeating mistakes.

mcp-grampsweb

An MCP server that enables AI assistants to search, retrieve, and create genealogical records in a Gramps Web instance.

NexusBridge MCP Server

Provides AI agents access to over 200 AI models and 10 service categories via a unified, metered API with transparent per-call pricing.

MCP Google Sheets

An MCP server providing read/write access to Google Spreadsheets through a set of tools for managing sheets, rows, columns, and data.

New Relic MCP Server

Run NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, create synthetics, and annotate deployments — all from your MCP client.

mcp-docs-template

An MCP server template that indexes markdown documents by heading and enables relevance-ranked full-text search using BM25, with tools to list, fetch, search, and reload documents.

ms-graph-dev

Helps construct and validate Microsoft Graph REST API calls with on-demand tool loading, providing request details, required permissions, and code examples for categories like users, files, mail, calendar, groups, notes, tasks, sites, and subscriptions.

comsol-mcp-server

Enables AI agents to automate COMSOL Multiphysics simulations, including model management, geometry building, physics configuration, meshing, solving, and results visualization via the MCP protocol.

MCP Bitpanda Server

Enables programmatic access to Bitpanda cryptocurrency exchange features including trades, wallets, and transactions via the Model Context Protocol.