Discover Awesome MCP Servers

FinPilot AI

An MCP server that transforms standard LLMs into autonomous investment bankers, enabling live market data retrieval, fundamental ratio calculations, DCF valuations, portfolio diversification assessment, and automated emailing of executive reports.

Producer AI MCP Server

Read-only MCP server exposing Producer AI's music generation workflows, pricing, documentation, FAQ, and official links. Enables AI clients to retrieve product knowledge without requiring API keys.

@wanadev/mcp-gitlab

Provides full control over GitLab epics, issues, merge requests, pipelines, and more via a conversational interface, with dry-run safety.

Custom Context MCP Server

A FastMCP-based server that supports SSE real-time event streaming and tool calling, with features for text-to-JSON conversion and grouping text by JSON templates.

TODO MCP Server

Exposes tools to create and list tasks by wrapping a REST API, enabling LLMs to manage a TODO list via natural language.

chatroom-mcp

A coordination server for Claude Code agents that provides a shared chat room and task board with atomic ownership, enabling seamless collaboration across machines.

creatorforge

MCP server for AI content generation, enabling agents to learn a voice, generate content ideas, write scripts, and produce multi-platform content deterministically.

Structured Data Validator & Transformer MCP Server

Provides AI agents with data validation, transformation, and normalization capabilities, including JSON schema validation, CSV processing, data normalization, text cleaning, and dataset merging.

Clear Thought MCP Server

Provides mental models, design patterns, debugging approaches, and structured thinking tools for enhanced problem-solving capabilities in LLM applications.

SPRTX MCP Server

Enables AI agents to discover, browse, and trade structured sports tokens on the SPRTX network via JSON-RPC 2.0 over Streamable HTTP.

Movie Search MCP Server

Enables searching for movies by title using a JSON database, with input validation via Zod. Provides a simple MCP server with STDIO transport for integration.

DataForB2B MCP Server

Allows searching and enriching companies, people, job postings, and social posts via the DataForB2B API, bringing lead generation and market intelligence into MCP-compatible clients like Cursor and Claude.

Almega MCP

A wallet and guardrail for AI agents, enabling spending limits, payment approvals, and real-time ledger tracking via memory or Stripe backends.

Remote MCP Server on Cloudflare

Enables deploying a remote MCP server with OAuth on Cloudflare Workers, allowing MCP clients like Claude Desktop to connect remotely.

Obsidian MCP Server

Enables AI assistants to interact with Obsidian vaults via direct filesystem access for managing notes, folders, and metadata. It features advanced search capabilities and multi-layer caching to provide efficient, real-time access to your personal knowledge base.

QuestLLens

Gives AI agents read-only access to any QuestDB instance, enabling schema discovery, time-series querying, and monitoring of partitions, WAL state, symbols, and ingestion health through MCP.

Inter MCP

Connects your Inter bank account to AI assistants via Open Finance Brasil, enabling read-only queries about balances, statements, credit card bills, and investments in natural language.

Google Play Game Management MCP Server

An MCP server that enables management of Google Play games via the Google Games Management API, allowing automated interactions for game resets, hiding/unhiding data, and player management through natural language commands.

Portal da Transparência: Benefício de Prestação Continuada - BPC

Enables read-only queries to the official Brazilian transparency portal for the BPC benefit, using prepaid credits.

@atef_andrus/mcp-ripgrep

An MCP server that wraps ripgrep to provide powerful text search, search-and-replace, file listing, and file type listing capabilities within a defined scope.

node-huckleberry-mcp

Huckleberry MCP server for Claude, Cursor, and other AI assistants. Query and log baby sleep, feeds, diapers, growth, pumping, and solids.

BitFlux MCP Server

Enables users to analyze data from BitFlux-enabled AWS EC2 instances and AWS pricing APIs to determine optimal instance types for their workloads. It provides recommendations by comparing instance usage statistics with current AWS pricing and resource offerings.

fabtally-mcp

MCP server for real FDM 3D-printing slicing, quoting, and design-for-manufacturability analysis via the FabTally API, supporting 12 printer profiles and 12 materials. Includes free discovery/printability tools and paid slice/quote/orientation tools settled via x402 (USDC on Base).

DuckDuckGo MCP Server

Enables web search through DuckDuckGo and webpage content fetching with intelligent text extraction. Features built-in rate limiting and LLM-optimized result formatting for seamless integration with language models.

N3MO

Deterministic code intelligence engine — indexes 27 languages into a queryable symbol graph for real-time blast-radius analysis, no embeddings or LLM calls.

fluent-mcp-server

Provides smart URL navigation to ANSYS Fluent documentation, enabling AI assistants to quickly find relevant help pages and manual sections.

Moleculer MCP Bridge

MCP server that exposes Moleculer.js microservice actions as AI tools, enabling AI agents to interact with Moleculer services.

TShark MCP

An MCP server for analyzing network traffic and pcap files using tshark. It enables users to list TCP streams, extract application-layer payloads, and perform packet analysis with BPF filters.

skillguard

Security scanner for third-party AI agent-skill files: SKILL.md manifests, hooks, and bundled scripts, exposed via an MCP tool.

mcp-frete-tributario

MCP server for simulating and calculating freight tax burden during Brazil's tax reform transition (2026-2033), enabling AI agents to query tax rates, compare old and new regimes, and simulate impacts on specific routes.