Discover Awesome MCP Servers

Weather Edge MCP Server

Provides calibrated weather probability signals for Kalshi prediction markets by combining dual-model forecasting (NWS + GFS ensemble) to identify mispriced temperature markets. Enables AI agents to access bias-corrected forecasts and edge signals for weather prediction market intelligence.

playwright-server

Enables browser automation using Playwright, including navigation, screenshots, clicking, form filling, and JavaScript execution.

MCP Memory

MCP Memory is a MCP Server that gives clients like Cursor and Claude the ability to remember user preferences and behaviors across conversations using vector search.

BitBadges Builder MCP Server

MCP server for building, auditing, and querying BitBadges collections via AI. Works with Claude Desktop and other MCP clients to generate transaction JSON for BitBadges tokens and collections (deprecated, use bitbadgesjs-sdk).

Outlet das Cores CRM

Integrates CRM data with AI agents to manage leads, track pipeline statistics, and search price catalogs via Supabase. It enables automated lead creation, stage updates, and history tracking through natural language commands.

RealWorker-Manager MCP Server

Enables centralized management and monitoring of multiple distributed worker MCP servers. Provides tools to list workers, get status of all workers, and query specific worker status.

github-wiki-mcp

MCP server for managing GitHub wiki pages programmatically, enabling create, read, update, delete, and list operations via git cloning and pushing.

claude-code-traceparent

Echo tool MCP server that extracts and logs W3C Trace Context from requests to verify propagation from Claude Code.

Banana Accounting MCP Server

Exposes the Banana Accounting Plus Integrated Web Server API V2 to LLMs, enabling reading accounts, balances, journals, reports, and VAT data, and creating new accounting files from a local Banana Accounting instance.

agentkit-mcp-server

Code-mode MCP server (docs_search + execute_code two-tool surface) backed by a unified capability manifest across three sandbox kernels (in-process node:vm, WASM via QuickJS / Pyodide / Wasmtime, and remote microVM via E2B / Cloudflare Sandbox). At N=30 tools the bootstrap-context cost drops to 13.6% of direct tool-use. Apache-2.0.

NoLang MCP Server

Enables MCP clients like Claude Desktop to generate AI-powered videos through the NoLang API, providing a standardized interface for video creation from text input.

Nova Act MCP Server

Exposes Amazon Nova Act web automation capabilities through the Model Context Protocol, enabling AI agents to perform browser tasks like navigation, data extraction, and form interaction.

gmail-labels-mcp-server

Enables Gmail label management with tools to list, create, delete labels, and modify labels on messages and threads, handling OAuth2 authentication automatically.

OhSINT MCP Server

Enables AI assistants to orchestrate OSINT reconnaissance pipelines, including subdomain takeover detection, URL harvesting, secret scanning, and JS analysis, by chaining 73 tools with smart target detection and deduplication.

gogcli-mcp

MCP server that gives Claude natural-language access to Google Workspace (Sheets, Docs, Gmail, Calendar, Drive, Tasks, Contacts) via gogcli.

MCP TODO Server

Enables AI agents and automation tools to manage TODO tasks through full CRUD operations. Built with NestJS and supports both SSE and Stdio transports for seamless integration with Claude Desktop, ChatGPT, and n8n.

Taboola API MCP Server

A flexible MCP server that enables users to fetch recommendations from the Taboola API using publisher credentials, supporting both local (STDIO) and remote (HTTP) deployment modes.

Context MCP

Provides persistent context management for AI agents by storing and querying semantic information using Upstash Vector DB and Google AI embeddings. It enables semantic search, batch operations, and metadata filtering to help agents retrieve relevant stored knowledge.

wasp-mcp

A Model Context Protocol server that lets Claude query arbitrary webpages with token-efficient, structure-aware retrieval, reducing token costs by fetching only relevant sections.

mcp-creator

A tool that enables AI assistants to conversationally scaffold, build, and publish Python MCP servers to PyPI. It automates the entire development lifecycle, including package naming, tool scaffolding, GitHub repository setup, and package publishing.

Curl MCP Server

A comprehensive HTTP/HTTPS tool server using curl, supporting various authentication methods, file uploads, downloads, and custom curl commands.

cxg-census-mcp

Enables LLM agents to query the CZ CELLxGENE Census single-cell atlas with ontology-aware filters, cost caps, and full provenance, allowing natural language questions about cell types, tissues, and gene expression.

Adobe Express MCP Server

Enables Adobe Express add-on developers to scaffold projects, access code examples, query SDK documentation, and get implementation guidance for building Adobe Express add-ons.

Knowledge MCP Server

Transforms a GitHub repository into a structured personal brain for AI to manage tasks, notes, and goals through markdown files. It enables direct interaction with a version-controlled knowledge base, allowing for automated organization and efficient retrieval of information.

databricks-mcp

A read-only MCP server that enables users to query Databricks SQL, browse metadata, and monitor Delta Lake tables. It also supports tracking Databricks Jobs, DLT Pipelines, and cluster metrics through natural language interfaces.

MCP MySQL Server

Enables safe MySQL database querying through MCP, allowing natural language to SQL analysis via DeepSeek integration.

Project Explorer MCP Server

Provides tools for analyzing project structures, searching through codebases, managing dependencies, and performing file operations with advanced filtering capabilities.

Chalee MCP RAG

Enables RAG (Retrieval-Augmented Generation) capabilities with document processing, vector storage, and intelligent Q\&A using OpenAI embeddings and semantic search.

Discord MCP Server

Enables AI models to send plain text messages, formatted release announcements, and teaser previews to Discord channels using webhooks. It provides secure local webhook management and supports rich embeds with customizable styles for automated notifications.

Dolphin MCP

Provides AI-powered semantic code search across multiple repositories, allowing natural language queries to find code chunks and retrieve specific file contents through Dolphin AI embeddings.