MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 3 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 951 |
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
|
B 81 5⁄4 | ||||||||
| 952 |
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, …
|
B 81 5⁄5 | ||||||||
| 953 |
An enhanced Model Context Protocol server that enables Claude to interact with …
|
B 81 5⁄5 | ||||||||
| 954 |
Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS…
|
B 81 6⁄6 | ||||||||
| 955 |
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
|
B 81 5⁄5 | ||||||||
| 956 |
Bidirectional bridge between Claude Code and OpenAI Codex CLI. Built on Claude …
|
B 81 4⁄4 | ||||||||
| 957 |
Enables browser automation using the Selenium WebDriver through MCP, supporting…
|
B 81 5⁄4 | ||||||||
| 958 |
Enables local network discovery and security scanning to identify connected dev…
|
B 81 5⁄5 | ||||||||
| 959 |
Interact with your Render resources via LLMs.
|
B 81 5⁄5 | ||||||||
| 960 |
An MCP server for reliable iOS Simulator automation that enables agents to cont…
|
B 81 5⁄5 | ||||||||
| 961 |
An MCP (Model Context Protocol) server that provides AI tools with access to Fu…
|
B 81 5⁄5 | ||||||||
| 962 |
Enables users to track daily calorie consumption by logging meals through natur…
|
B 81 5⁄5 | ||||||||
| 963 |
Test, secure, and monitor MCP servers. Auto-discovery, drift detection, SARIF, …
|
B 81 4⁄4 | ||||||||
| 964 |
Pronunciation scoring, speech-to-text, and text-to-speech for AI agents.
|
B 81 6⁄6 | ||||||||
| 965 |
Provides AI assistants with access to Apple's Human Interface Guidelines and te…
|
B 81 5⁄4 | ||||||||
| 966 |
Provides security scanning capabilities through Snyk CLI tools and REST API, en…
|
B 81 5⁄5 | ||||||||
| 967 |
Enables users to control their Toleno mining account directly from Claude AI us…
|
B 81 5⁄5 | ||||||||
| 968 |
Enables AI models to interact with Harbor container registries to manage projec…
|
B 81 5⁄5 | ||||||||
| 969 |
The Model Context Protocol (MCP) is an open-source implementation that bridges …
|
B 81 5⁄4 | ||||||||
| 970 |
A lightweight messaging system that enables real-time communication between dif…
|
B 81 5⁄5 | ||||||||
| 971 |
git-steer
Claim
An autonomous GitHub management engine that enables control over repositories, …
|
B 81 5⁄4 | ||||||||
| 972 |
SuperCollider MCP Server
Claim
Enables AI assistants to generate and control real-time audio synthesis through…
|
B 81 5⁄5 | ||||||||
| 973 |
Generates family pedigree tree diagrams as PNG or SVG images using standard gen…
|
B 81 5⁄5 | ||||||||
| 974 |
|
B 81 5⁄4 | ||||||||
| 975 |
A Nano Banana MCP server, which you can integrate to cursor/claude code and any…
|
B 81 5⁄5 | ||||||||
| 976 |
Enables AI assistants to interact with Obsidian vaults through file operations …
|
B 81 5⁄4 | ||||||||
| 977 |
Connects AI assistants to a self-hosted Your Spotify instance and Spotify's Web…
|
B 81 5⁄5 | ||||||||
| 978 |
Joplin MCP Server
|
B 81 5⁄5 | ||||||||
| 979 |
Phone camera bridge for Claude Code — photos, live video, voice, and generative…
|
B 81 4⁄4 | ||||||||
| 980 |
web2mcp
Claim
Generate an MCP for any web app
|
B 81 5⁄4 | ||||||||
| 981 |
Enables AI assistants to publish, schedule, and manage social media posts acros…
|
B 81 5⁄5 | ||||||||
| 982 |
A very simple vector store that provides capability to watch a list of director…
|
B 81 5⁄4 | ||||||||
| 983 |
Moroccan legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 984 |
Provides LLM-optimized filesystem access with intelligent file pagination for l…
|
B 81 5⁄4 | ||||||||
| 985 |
Enables AI agents to query and explore SQLite databases through schema inspecti…
|
B 81 5⁄4 | ||||||||
| 986 |
Enables AI agents to interact with macOS applications (Finder, Mail, Contacts, …
|
B 81 5⁄5 | ||||||||
| 987 |
Enables AI assistants to interact with the Clockify API for managing time entri…
|
B 81 5⁄5 | ||||||||
| 988 |
powersun-tron-mcp
Claim
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
|
B 81 6⁄6 | ||||||||
| 989 |
Text extraction, keyword extraction, language detection, and chunking for RAG
|
B 81 5⁄4 | ||||||||
| 990 |
Enables comprehensive management of self-hosted Supabase instances on Coolify, …
|
B 81 5⁄5 | ||||||||
| 991 |
Enables interaction with Woolworths Australia's online shopping platform throug…
|
B 81 5⁄5 | ||||||||
| 992 |
Enables Claude Desktop to interact with local ComfyUI installations for AI-powe…
|
B 81 5⁄5 | ||||||||
| 993 |
Enables AI assistants to interact with Picnic online supermarket for grocery sh…
|
B 81 5⁄5 | ||||||||
| 994 |
foodblock-mcp
Claim
Food data tools for any AI agent. Describe food in English, get structured data…
|
B 81 5⁄4 | ||||||||
| 995 |
A Model Context Protocol server that enables LLMs to interact with MindManager …
|
B 81 5⁄5 | ||||||||
| 996 |
A specialized Model Context Protocol server that enables AI systems to generate…
|
B 81 5⁄5 | ||||||||
| 997 |
dingtalk-wiki-mcp
Claim
Enables AI agents to read, browse, and create DingTalk Wiki content, including …
|
B 81 5⁄5 | ||||||||
| 998 |
Enables AI-powered SMS messaging through Twilio with automatic conversation thr…
|
B 81 5⁄5 | ||||||||
| 999 |
A unified MCP server for enterprise tool chaining, route optimization, sequenti…
|
B 81 5⁄4 | ||||||||
| 1000 |
SonicWall MCP Server
Claim
Enables intelligent analysis of SonicWall firewall logs through natural languag…
|
B 81 5⁄5 | ||||||||