MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 901 |
Bidirectional MCP integration that allows Strands agents to both expose themsel…
|
B 81 5⁄5 | ||||||||
| 902 |
Enables AI applications to write and execute natural language queries on organi…
|
B 81 6⁄4 | ||||||||
| 903 |
Enables users to search and fetch Google's Gemini API documentation directly wi…
|
B 81 5⁄5 | ||||||||
| 904 |
dingtalk-wiki-mcp
Claim
Enables AI agents to read, browse, and create DingTalk Wiki content, including …
|
B 81 5⁄5 | ||||||||
| 905 |
Enables AI assistants to write .env files with secrets stored locally, allowing…
|
B 81 5⁄4 | ||||||||
| 906 |
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, …
|
B 81 5⁄5 | ||||||||
| 907 |
MCP server that provides AI assistants with access to the Smithsonian Instituti…
|
B 81 5⁄5 | ||||||||
| 908 |
MCP Server that enables LLMs to interact with the local filesystem.
|
B 81 5⁄5 | ||||||||
| 909 |
Compress prompts 40-60% using local LLM + embedding validation. Preserves all c…
|
B 81 5⁄5 | ||||||||
| 910 |
A specialized Model Context Protocol server that enables AI systems to generate…
|
B 81 5⁄5 | ||||||||
| 911 |
Maltese legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 912 |
TypeScript MCP server for AI-powered containerization workflows with Docker and…
|
B 81 5⁄4 | ||||||||
| 913 |
web2mcp
Claim
Generate an MCP for any web app
|
B 81 5⁄4 | ||||||||
| 914 |
Enables AI agents to communicate with each other through Slack-like room-based …
|
B 81 5⁄4 | ||||||||
| 915 |
SonicWall MCP Server
Claim
Enables intelligent analysis of SonicWall firewall logs through natural languag…
|
B 81 5⁄5 | ||||||||
| 916 |
Enables interaction with Woolworths Australia's online shopping platform throug…
|
B 81 5⁄5 | ||||||||
| 917 |
Enables comprehensive management of self-hosted Supabase instances on Coolify, …
|
B 81 5⁄5 | ||||||||
| 918 |
Provides real-time Dutch railway (NS) travel information including train schedu…
|
B 81 5⁄5 | ||||||||
| 919 |
Orchestrates parallel Claude Code worker swarms with protocol-based behavioral …
|
B 81 5⁄5 | ||||||||
| 920 |
Enables comprehensive file operations including reading, writing, searching, an…
|
B 81 5⁄5 | ||||||||
| 921 |
A proof of concept MCP server for Apache OFBiz
|
B 81 5⁄4 | ||||||||
| 922 |
prompt-decorators
Claim
A standardized framework for enhancing how LLMs process and respond to prompts …
|
B 81 5⁄5 | ||||||||
| 923 |
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
|
B 81 5⁄4 | ||||||||
| 924 |
MCP Server to interact with Flutterwave APIs.
|
B 81 5⁄4 | ||||||||
| 925 |
moltdj
Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
|
B 81 6⁄6 | ||||||||
| 926 |
MCP Excel Reader
Claim
Provides efficient handling of large Excel files through automatic chunking and…
|
B 81 5⁄5 | ||||||||
| 927 |
Teaching LLMs that Math.random() is so last century
|
B 81 5⁄5 | ||||||||
| 928 |
filesystem-mcp
Claim
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
B 81 5⁄5 | ||||||||
| 929 |
Enables AI agents to control virtual computers through Orgo, supporting compute…
|
B 81 6⁄6 | ||||||||
| 930 |
Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.
|
B 81 5⁄5 | ||||||||
| 931 |
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
|
B 81 5⁄4 | ||||||||
| 932 |
Fixes DPI coordinate scaling for Windows desktop automation MCP servers.
|
B 81 5⁄4 | ||||||||
| 933 |
Greek legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 934 |
Zimbabwe legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 935 |
doordash-mcp
Claim
Enables AI agents to search restaurants, browse menus, manage carts, and place …
|
B 81 4⁄4 | ||||||||
| 936 |
micro-data-api-factory
Claim
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wall…
|
B 81 6⁄6 | ||||||||
| 937 |
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
|
B 81 5⁄5 | ||||||||
| 938 |
Connects AI assistants to SkySpark and Haxall building automation systems by dy…
|
B 81 5⁄5 | ||||||||
| 939 |
A Model Context Protocol implementation that enables AI assistants to interact …
|
B 81 5⁄4 | ||||||||
| 940 |
Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and mana…
|
B 81 4⁄4 | ||||||||
| 941 |
MCP Greetings Server
Claim
Enables AI assistants to greet users in 7 different languages including English…
|
B 81 5⁄5 | ||||||||
| 942 |
MCP Salesforce Lite
Claim
Enables AI assistants to securely interact with Salesforce CRM data through SOQ…
|
B 81 5⁄5 | ||||||||
| 943 |
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
|
B 81 5⁄5 | ||||||||
| 944 |
AWS S3 operations — list buckets, browse objects, upload/download files, and ge…
|
B 81 5⁄5 | ||||||||
| 945 |
Enables browser automation using the Selenium WebDriver through MCP, supporting…
|
B 81 5⁄4 | ||||||||
| 946 |
A security-focused Model Context Protocol server that enables controlled local …
|
B 81 5⁄4 | ||||||||
| 947 |
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
|
B 81 5⁄5 | ||||||||
| 948 |
An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber …
|
B 81 5⁄4 | ||||||||
| 949 |
Evernote MCP server - allows LLMs that support MCP (like Claude Desktop) to que…
|
B 81 5⁄5 | ||||||||
| 950 |
git-steer
Claim
An autonomous GitHub management engine that enables control over repositories, …
|
B 81 5⁄4 | ||||||||