Discover Awesome MCP Servers

MapGO MCP

Provides geospatial tools for AI assistants to determine location hierarchy, border distance, coastline distance, and point-to-point distance using MapGO.

PagBank MCP

Connects PagBank accounts to AI assistants via Open Finance Brasil, enabling natural language queries about balances, statements, credit card bills, and investments. Read-only and regulated by the Central Bank.

Deep Impact Mapper

Enables users to visualize the impact of edits in internal documents and emails by structuring content as a graph and tracing dependency chains.

cindex

Provides a search_code tool for coding agents to perform local, offline semantic code search on a tree-sitter AST indexed codebase using GGUF embeddings, with no network calls or API keys.

GitHub Repo Health Check—Maintained or Abandoned? (MCP Server)

MCP server: is this GitHub repo still maintained? A verdict.

blender-ai-mcp

Enables AI assistants to control Blender 3D modeling software through a stable, goal-oriented tool API for safer and more reliable 3D scene manipulation.

truqu-mcp

Enables querying and managing Truqu goals, feedback, and reflections by loading exported JSON data and providing tools to filter and retrieve them.

redshift-utils-mcp

redshift-utils-mcp

swagger-mcp

A read-only MCP server for navigating OpenAPI / Swagger specifications, enabling agents to search endpoints, retrieve parameters and schemas, and inspect authentication without loading the full spec into context.

Ticker Scout MCP server

Provides free SEC filing fundamentals for US public companies, including financial statements, 10-K/10-Q summaries, and 8-K event histories. No API key or signup required.

desktop-organizer

MCP server for organizing files on your Mac Desktop by automatically categorizing them into folders. Supports listing, previewing, and moving files into category folders (Images, Documents, Videos, etc.).

data-analysis-mcp

Enables data analysis and visualization operations such as loading CSV/Excel/JSON files, computing summary statistics, generating charts, and exploring datasets via SSE/HTTP.

librecrawl-technical-seo-audit-mcp

Open-source technical SEO crawler MCP server built on LibreCrawl. Runs full audits inside Claude, Cursor, or Codex — 50+ checks (hreflang, schema.org, security headers, WAF detection on 200-OK pages), chunked-progressive engine for large sites, ephemeral by design (server forgets every audit after download).

VLC MCP Server

Um servidor MCP (Protocolo de Contexto de Modelo) para reproduzir e controlar filmes usando o VLC.

gnomon

Manages a vault of articles and talk pages using an article/talk split pattern, enabling reading, editing, and librarian operations on the vault through MCP.

Hey Harper multi-store Shopify MCP server

A remote MCP server that aggregates unfulfilled and needs-attention orders across all five Hey Harper Shopify stores in one connection, using permanent Admin API tokens to avoid per-store OAuth re-authentication.

PA MCP Server

Enables interaction with Palo Alto Networks firewalls via XML API for configuration and monitoring tasks.

@h4sht/bookstack-mcp

Enables AI assistants to manage BookStack wikis with tools for CRUD operations on books, chapters, pages, shelves, and search, using Markdown input.

ninjaone-mcp

An MCP server for the NinjaOne RMM platform, enabling tools to manage devices, organizations, alerts, jobs, and policies through NinjaOne's API.

flin-shopify-analytics-mcp

Read-only MCP server for querying Shopify analytics data, including orders, customers, products, sales, retention, and attribution.

xcsift-mcp

An MCP server that enables AI assistants to parse Xcode and Swift build outputs into structured, token-efficient formats like JSON or TOON. It provides tools for executing build commands and extracting detailed diagnostic information such as errors, warnings, and test failures.

Airflow MCP

Enables users to interact with Apache Airflow orchestration platform through natural language to query pipeline statuses, troubleshoot DAG failures, trigger DAGs, and analyze configurations.

kChat MCP Server

Enables interaction with the kChat platform to manage channels, post messages, and handle message threads. It also allows users to retrieve channel histories, manage emoji reactions, and access workspace user profile information.

Hosted MCP Apps Example Gallery

Enables users to interact with a gallery of sample interactive MCP Apps, such as a budget allocator or cohort heatmap, by connecting a remote Streamable HTTP URL.

preprint-fulltext

Enables coding agents to retrieve full text, metadata, and search preprints from bioRxiv, medRxiv, and arXiv via four stdio tools: search_preprints, get_fulltext, get_metadata, and resolve.

memoria-codigo-local

MCP server that indexes TypeScript/React project symbols in memory, enabling agents to find definitions, references, and dependencies without reading the whole repo. Also includes a local visual dashboard with no outbound network calls.

TÁNDEM MCP Server

Enables cross-refinement between two LLMs with automated critique, revision, and convergence, providing tools for managing tandem sessions.

Wazuh MCP Server

A production-ready Model Context Protocol (MCP) server for seamless integration between Wazuh SIEM and Large Language Models (LLMs).

jc-mcp

Token-efficient MCP server for Jira and Confluence that returns lean, flat responses to minimize token usage. Enables issue/comment/transition management, JQL/CQL search, and Confluence page operations.

Substack Reader MCP Server

Enables users to manage and read Substack content directly within Claude, including listing subscriptions and fetching full post details. It supports searching within newsletters and retrieving recent feeds using authenticated browser cookies.