MCP Server Quality Scores
Independent quality analysis of 60196 public MCP servers
Last updated 1 hour, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23101 |
Enables querying real-time stock prices, gold, crypto, interest rates, portfoli…
|
C 61 3⁄3 | ||||||||
| 23102 |
Enables AI assistants to interact with esa.io teams, including reading, creatin…
|
C 61 4⁄3 | ||||||||
| 23103 |
|
C 61 3⁄3 | ||||||||
| 23104 |
Provides mathematical operations (expression evaluation, arithmetic, advanced c…
|
C 61 4⁄4 | ||||||||
| 23105 |
Enables querying and analyzing blockchain data from Dune Analytics with Polars-…
|
C 61 4⁄4 | ||||||||
| 23106 |
Provides tools for obtaining system CPU and memory statistics through FastAPI e…
|
C 61 4⁄3 | ||||||||
| 23107 |
Enhanced graph-based memory with a focus on AI role-play and story generation
|
C 61 4⁄3 | ||||||||
| 23108 |
aegis-protocol
Claim
Trustless escrow for AI agent-to-agent transactions on Base L2 with ERC-8004 id…
|
C 61 4⁄3 | ||||||||
| 23109 |
Enables natural language querying of EFSA's OpenFoodTox database containing 8,0…
|
C 61 4⁄3 | ||||||||
| 23110 |
Provides tools for managing quantitative research knowledge graphs, enabling st…
|
C 61 4⁄4 | ||||||||
| 23111 |
MCP server for Mindbox CDP API — customer profiles, orders, segments. 3 tools.
|
C 61 3⁄3 | ||||||||
| 23112 |
A Model Context Protocol (MCP) server built with the mcp-framework for developi…
|
C 61 4⁄3 | ||||||||
| 23113 |
|
C 61 4⁄3 | ||||||||
| 23114 |
mcp-ocr-server
Claim
|
C 61 3⁄3 | ||||||||
| 23115 |
MCP server for Porkbun domains and DNS.
|
C 61 4⁄3 | ||||||||
| 23116 |
MCP server for Runrun.it: Tasks, Comments, Projects
|
C 61 4⁄3 | ||||||||
| 23117 |
A Model Context Protocol server for managing, monitoring, and querying data in …
|
C 61 4⁄4 | ||||||||
| 23118 |
Enables step-through debugging for C#, Node.js/TypeScript, Python, and Dart app…
|
C 61 4⁄3 | ||||||||
| 23119 |
Enables AI agents to interact with web browsers using natural language, featuri…
|
C 61 4⁄3 | ||||||||
| 23120 |
Project-scoped semantic workspace memory for AI coding assistants. Watches your…
|
C 61 4⁄4 | ||||||||
| 23121 |
Allows AI assistants to manage Docker containers, Linux virtual machines, and K…
|
C 61 4⁄3 | ||||||||
| 23122 |
Enables AI assistants to interact directly with the ClickUp REST API v2 for man…
|
C 61 4⁄4 | ||||||||
| 23123 |
MCP server for Apache Iceberg
|
C 61 4⁄3 | ||||||||
| 23124 |
MongoDB MCP Server
Claim
A powerful Model Context Protocol (MCP) server implementation that provides sta…
|
C 61 4⁄4 | ||||||||
| 23125 |
MCP server for Styx — intelligent AI routing across OpenAI, Anthropic, Google, …
|
C 61 4⁄3 | ||||||||
| 23126 |
Enables AI assistants to interact with GitHub through the PyGithub library, pro…
|
C 61 4⁄4 | ||||||||
| 23127 |
Human-to-AI code review bridge. Review UI in the browser, AI agents fix code vi…
|
C 61 3⁄3 | ||||||||
| 23128 |
MCP Email Service
Claim
Enables multi-account email management with AI-powered monitoring, intelligent …
|
C 61 4⁄4 | ||||||||
| 23129 |
Non-custodial x402 payment layer for AI agents. Agents sign transactions from t…
|
C 61 4⁄3 | ||||||||
| 23130 |
AI Agent payment protocol on CKB Fiber Network. Zero-gas micropayments with Hol…
|
C 61 4⁄3 | ||||||||
| 23131 |
MCP server for Hotkeyless AHK HTTP API. It lets your agent control your whole c…
|
C 61 3⁄3 | ||||||||
| 23132 |
MCP server for MTS Exolve — SMS, calls, recordings, Viber messaging (Russia)
|
C 61 3⁄3 | ||||||||
| 23133 |
mcp-security-checklist
Claim
MCP is being adopted rapidly. Security guidance is lagging behind. This checkli…
|
C 61 3⁄3 | ||||||||
| 23134 |
Sandboxed workspace MCP: file ops, argv-only run_command, list_files; BYO LLM p…
|
C 61 3⁄3 | ||||||||
| 23135 |
HTTP MCP Client-Server for video enhancement API
|
C 61 3⁄3 | ||||||||
| 23136 |
An MCP server that provides AI assistants with full access to Infoblox NIOS for…
|
C 61 4⁄4 | ||||||||
| 23137 |
Enables AI agents to request user decisions and send notifications via Discord …
|
C 61 4⁄3 | ||||||||
| 23138 |
mcp-server
Claim
Run untrusted Python/JavaScript code in WebAssembly sandboxes.
|
C 61 4⁄4 | ||||||||
| 23139 |
Unity-AI-Tools-Template
Claim
Unity MCP Tool template project
|
C 61 3⁄3 | ||||||||
| 23140 |
A demo MCP server with tools for getting weather via wttr.in and executing read…
|
C 61 3⁄3 | ||||||||
| 23141 |
awesome-mcp-hardware
Claim
Awesome list of MCP servers for interacting with hardware and the physical worl…
|
C 61 3⁄3 | ||||||||
| 23142 |
Index of all Model Context Protocol (MCP) clients and their capabilities
|
C 61 4⁄3 | ||||||||
| 23143 |
osaurus
Claim
Own your AI. The native macOS harness for AI agents -- any model, persistent me…
|
C 61 4⁄3 | ||||||||
| 23144 |
Unified context intelligence layer for AI agents, enabling orchestration of mem…
|
C 61 4⁄3 | ||||||||
| 23145 |
Experimental code intelligence platform for Claude Code with AST parsing and co…
|
C 61 4⁄3 | ||||||||
| 23146 |
Production-ready MCP server for AI-driven console automation and monitoring. 40…
|
C 61 4⁄3 | ||||||||
| 23147 |
rs-utcp
Claim
Official Rust implementation of the UTCP
|
C 61 4⁄3 | ||||||||
| 23148 |
rememex
Claim
semantic search for your local files find by meaning, not keywords. 120+ file t…
|
C 61 4⁄3 | ||||||||
| 23149 |
Enables AI assistants to interact with Databricks Genie Spaces through MCP tool…
|
C 61 4⁄4 | ||||||||
| 23150 |
moling
Claim
MoLing is a computer-use and browser-use based MCP server. It is a locally depl…
|
C 61 4⁄3 | ||||||||