MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23101 |
Swagger MCP Server
Claim
A lightweight server that enables interaction with the Swagger Petstore API usi…
|
C 61 4⁄3 | ||||||||
| 23102 |
Manage and organize tasks efficiently with AI agent integration. Create, update…
|
C 61 4⁄3 | ||||||||
| 23103 |
Provides structured spec-driven development workflow tools for AI-assisted soft…
|
C 61 4⁄4 | ||||||||
| 23104 |
Enables comprehensive management of WordPress sites and WooCommerce stores thro…
|
C 61 4⁄4 | ||||||||
| 23105 |
A simple note-taking MCP server that stores notes and can generate summaries of…
|
C 61 4⁄3 | ||||||||
| 23106 |
An MCP server that provides tools for frontend development, including i18n issu…
|
C 61 3⁄3 | ||||||||
| 23107 |
MCP prompt template server: hot-reload, thinking frameworks, quality gates
|
C 61 4⁄4 | ||||||||
| 23108 |
Dune MCP Server connects your AI assistant to Dune Analytics, the leading platf…
|
C 61 4⁄4 | ||||||||
| 23109 |
whatsapp_server
Claim
|
C 61 3⁄3 | ||||||||
| 23110 |
awesome-mcp-servers
Claim
A collection of MCP servers.
|
C 61 3⁄3 | ||||||||
| 23111 |
rememex
Claim
semantic search for your local files find by meaning, not keywords. 120+ file t…
|
C 61 4⁄3 | ||||||||
| 23112 |
Live Marketing Data MCP
Claim
Connect AI assistants to live Meta Ads, GA4, and Google Search Console data. 10…
|
C 61 3⁄3 | ||||||||
| 23113 |
Enables AI assistants to interact with esa.io teams, including reading, creatin…
|
C 61 4⁄3 | ||||||||
| 23114 |
MCP server for iCloud (Apple) Calendar access via CalDAV
|
C 61 3⁄3 | ||||||||
| 23115 |
Enables LLM agents to manage projects, track issues, log work, and integrate wi…
|
C 61 3⁄3 | ||||||||
| 23116 |
Scrapes webpages and converts them to markdown using AI-powered interaction to …
|
C 61 4⁄4 | ||||||||
| 23117 |
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime …
|
C 61 5⁄5 | ||||||||
| 23118 |
TIA-Portal MCP-Server
Claim
Enables interaction with Siemens TIA Portal projects directly from VS Code or C…
|
C 61 4⁄3 | ||||||||
| 23119 |
Enables AI assistants to manage Todoist tasks, projects, and labels through nat…
|
C 61 4⁄4 | ||||||||
| 23120 |
Implements the Proxell Exchange Protocol (PXP) to enable AI agents to autonomou…
|
C 61 4⁄3 | ||||||||
| 23121 |
A server that dynamically exposes FileMaker scripts as tools, providing a Gradi…
|
C 61 4⁄4 | ||||||||
| 23122 |
Enables AI assistants to interact with Cisco Modeling Labs (CML) using natural …
|
C 61 4⁄3 | ||||||||
| 23123 |
Enables interaction with Slack workspaces to manage channels, post messages, ad…
|
C 61 4⁄4 | ||||||||
| 23124 |
Enables step-through debugging for C#, Node.js/TypeScript, Python, and Dart app…
|
C 61 4⁄3 | ||||||||
| 23125 |
Enables exploration and analysis of NetCDF scientific data files through intuit…
|
C 61 4⁄3 | ||||||||
| 23126 |
A development server that automatically discovers and exposes tools from the sr…
|
C 61 4⁄3 | ||||||||
| 23127 |
mcp-ocr-server
Claim
|
C 61 3⁄3 | ||||||||
| 23128 |
Enables querying real-time stock prices, gold, crypto, interest rates, portfoli…
|
C 61 3⁄3 | ||||||||
| 23129 |
THU Agent by CyberCraze
Claim
An interactive coding agent and MCP server that provides access to various AI m…
|
C 61 3⁄3 | ||||||||
| 23130 |
stale-gate-janitor
Claim
Daily 04:00 CT housekeeping over data/approval-gates/
|
C 61 3⁄3 | ||||||||
| 23131 |
Enables enhanced decision-making through hierarchical LLM analysis, using three…
|
C 61 4⁄4 | ||||||||
| 23132 |
mcp_on_ruby
Claim
💎 A Ruby implementation of the Model Context Protocol
|
C 61 4⁄3 | ||||||||
| 23133 |
Getting Started with Remote MCP Servers using Azure Functions (Python)
|
C 61 4⁄3 | ||||||||
| 23134 |
Non-custodial x402 payment layer for AI agents. Agents sign transactions from t…
|
C 61 4⁄3 | ||||||||
| 23135 |
A Model Context Protocol server that allows AI assistants to interact with Lunc…
|
C 61 4⁄4 | ||||||||
| 23136 |
Enables AI-assisted Windows digital forensics analysis including parsing Window…
|
C 61 4⁄4 | ||||||||
| 23137 |
ast-grep MCP Server
Claim
Enables AI assistants to search and analyze codebases using Abstract Syntax Tre…
|
C 61 4⁄3 | ||||||||
| 23138 |
MongoDB MCP Server
Claim
A powerful Model Context Protocol (MCP) server implementation that provides sta…
|
C 61 4⁄4 | ||||||||
| 23139 |
An MCP server that enables LLMs to interact with Notion workspaces via the Noti…
|
C 61 4⁄4 | ||||||||
| 23140 |
Credential isolation proxy for AI agents. Injects secrets at the network bounda…
|
C 61 4⁄3 | ||||||||
| 23141 |
mcp-security-checklist
Claim
MCP is being adopted rapidly. Security guidance is lagging behind. This checkli…
|
C 61 3⁄3 | ||||||||
| 23142 |
Provides MCP access to the BangumiTV API, allowing users to retrieve and intera…
|
C 61 4⁄4 | ||||||||
| 23143 |
MIDI Analyzer MCP Server
Claim
Enables comprehensive analysis of MIDI SMF files including loading, parsing, tr…
|
C 61 4⁄3 | ||||||||
| 23144 |
Enables AI assistants to interact with GitHub through the PyGithub library, pro…
|
C 61 4⁄4 | ||||||||
| 23145 |
mcp-server
Claim
SEC filings and financial data for AI agents: 46 tools for financials, valuatio…
|
C 61 3⁄3 | ||||||||
| 23146 |
aegis-protocol
Claim
Trustless escrow for AI agent-to-agent transactions on Base L2 with ERC-8004 id…
|
C 61 4⁄3 | ||||||||
| 23147 |
MCP server for Porkbun domains and DNS.
|
C 61 4⁄3 | ||||||||
| 23148 |
MCP server for Runrun.it: Tasks, Comments, Projects
|
C 61 4⁄3 | ||||||||
| 23149 |
18 tools: agent memory, API drift detection, and HMAC-signed trust receipts
|
C 61 3⁄3 | ||||||||
| 23150 |
stock-mcp
Claim
专业的金融市场数据 MCP 服务器 - 支持A股/美股/加密货币，原生 MCP 协议，AI Agent 友好
|
C 61 4⁄4 | ||||||||