Discover Awesome MCP Servers

starrocks-mcp

A read-only MCP server that enables users to query and explore StarRocks databases through AI assistants like Claude. It supports SQL execution, schema discovery, and secure LDAP authentication for data analysis and metadata exploration.

CodeGrok MCP

Enables semantic code search for AI assistants by indexing codebases with embeddings and Tree-sitter, returning relevant snippets via natural language queries.

Cursor Agent MCP Server

Wraps the cursor-agent CLI to provide cost-effective tools for repository analysis, code search, planning, and editing. Offloads heavy thinking tasks from the host AI to reduce token usage while maintaining precise, scoped workspace operations.

Agentic Browser

Enables agents to control a real Chromium browser with semantic tools, providing compact observations and outcome-verified actions for web interaction tasks.

tilda-mcp-cdp

MCP server for Tilda with mass editing capabilities, combining read-only official API tools and write actions via Chrome CDP for tasks like setting Metrika, replacing code and links, publishing pages, and verifying live content.

aws-messaging-mcp

Enables sending emails via Amazon SES, SMS/MMS/RCS messages through AWS End User Messaging, and sharing files via CloudFront-signed download links, all from AI assistants like Claude Code or Claude Desktop.

mcp-deploy-intel

Provides Kubernetes deployment intelligence with typed query tools and AI-synthesized risk briefs, enabling users to list workloads, get detailed snapshots, query Prometheus metrics, record deployment history, and generate risk assessments before promoting to production.

mcp-opentripmap

Provides tools to discover points of interest worldwide via the OpenTripMap API, though tools are not yet implemented.

Google Sheets MCP

Enables agents to create, read, and modify Google Sheets using a service account, without OAuth. Provides tools for sheet creation, appending rows, updating ranges, and reading data.

LLM Usage & Cost Tracker

A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query spend, compare providers, and get recommendations — no cloud, no account. First-class support for Chinese providers (Qwen, DeepSeek) alongside Anthropic and OpenAI.

lyric-studio

Enables AI assistants to create lyric videos by adding images, audio, styled text, and timed lyric lines, then rendering the final MP4.

mcp-victorialogs

mcp-victorialogs

mysql-mcp-webui

MySQL MCP Server enables Claude Desktop and Claude Code to execute SQL queries, explore databases, Webview to add or enable Databases, Connections, and interact with your MySQL data - all through a secure, permission-controlled interface.

@jurislm/entire-mcp

MCP server providing 19 tools to manage AI agent checkpoints and sessions via the Entire CLI.

io.github.kiranreddi/sentinel-dv

Provides LLMs and AI agents safe, structured, read-only access to verification artifacts for deterministic triage and root-cause analysis. Supports UVM, cocotb, and SystemVerilog verification ecosystems.

Orbis Prism MCP

Analyzes Hytale game SDK by automatically detecting the installation, decompiling server logic, and exposing an AI-ready interface via the Model Context Protocol for searching API and assets.

Monei MCP Server

MCP server for the Monei API that gives AI agents access to wallets, transfers, crypto sends, swaps, offramp, and bill payments through natural language.

delegate-mcp

An MCP server that delegates reading of files or long context to a cheap model, returning a tight answer to save the orchestrator's context window.

atlasent-mcp

Enforces authorize-before-execute for any MCP-compatible AI agent. Exposes atlasent_evaluate and atlasent_verify_permit tools so a protected tool call only runs after AtlaSent issues and verifies a signed, single-use permit — fail-closed on any error, timeout, or malformed response.

Arxivum

An MCP server that enables searching arXiv, importing papers, enriching with citation data, generating summaries and research ideas, and querying a local library using local LLMs and embeddings.

Git Conflict MCP

Enables detection and resolution of Git merge conflicts in repositories through MCP, providing tools to identify conflicting files and assist with conflict resolution workflows.

Strava MCP server

A local, read-only Model Context Protocol server for an athlete's Strava profile and activities, enabling retrieval of profile data, activity lists (with paging and date filters), and detailed activity information via standard input/output for MCP hosts.

mcp-universal-gentes

Enables agents to connect and disconnect OpenAPI services, then list, describe, and invoke newly discovered capabilities through a stable six-tool MCP interface without changing the published tool catalog.

darknet-mcp-server

Dark web & threat intelligence for AI agents. HIBP, ThreatFox, ransomware tracking, Tor .onion access, blockchain intel, exploit search, stealer logs, malware analysis — unified into a single MCP server.

chatgpt-local-coder

A self-hosted MCP server that gives ChatGPT full local machine access for coding tasks, including file editing, shell commands, git operations, and project exploration via 40+ MCP tools.

megaplan-mcp

Enables interaction with Megaplan project management platform, allowing users to manage tasks, deals, projects, and comments through natural language.

figma-mcp-express

Fast, quota-free Figma automation for coding agents, enabling AI agents to read, edit, migrate, audit, screenshot, and prototype inside Figma Desktop files.

Classavo MCP Server

Enables AI assistants to interact with the Classavo education platform via natural language for course management, assignments, grading, attendance, polling, and discussions, with strict privacy controls for students.

Rockhopper MCP Server

Enables AI tools like Claude, Cursor, and Copilot to interact with your Rockhopper workspace, including enrolled files, version history, reviews, comments, and cell-level change tracking.

PyCopilot

An MCP server that provides a simple addition tool for calculating the sum of two numbers.