MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1201 |
Provides a comprehensive suite of 76 tools for AWS cloud resource optimization,…
|
B 81 5⁄5 | ||||||||
| 1202 |
Enables AI applications to write and execute natural language queries on organi…
|
B 81 6⁄4 | ||||||||
| 1203 |
Record any browser page as GIF or video via MCP
|
B 81 4⁄4 | ||||||||
| 1204 |
git-steer
Claim
An autonomous GitHub management engine that enables control over repositories, …
|
B 81 5⁄4 | ||||||||
| 1205 |
An MCP server for managing standalone Cisco C-Series rack servers through the C…
|
B 81 5⁄5 | ||||||||
| 1206 |
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
|
B 81 5⁄5 | ||||||||
| 1207 |
Text extraction, keyword extraction, language detection, and chunking for RAG
|
B 81 5⁄4 | ||||||||
| 1208 |
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
|
B 81 5⁄5 | ||||||||
| 1209 |
Enables execution of arbitrary CLI tools and shell scripts by defining them in …
|
B 81 5⁄4 | ||||||||
| 1210 |
|
B 81 5⁄4 | ||||||||
| 1211 |
Generates family pedigree tree diagrams as PNG or SVG images using standard gen…
|
B 81 5⁄5 | ||||||||
| 1212 |
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
|
B 81 5⁄5 | ||||||||
| 1213 |
MCP Joplin Server
Claim
Enables AI clients to interact with Joplin notes through the Web Clipper API. S…
|
B 81 5⁄4 | ||||||||
| 1214 |
MCP server for bidirectional AI agent collaboration — 5 tools for spawning and …
|
B 81 4⁄4 | ||||||||
| 1215 |
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
|
B 81 5⁄4 | ||||||||
| 1216 |
Enables AI agents to control SO-ARM100 and LeKiwi robots using natural language…
|
B 81 4⁄4 | ||||||||
| 1217 |
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
|
B 81 5⁄5 | ||||||||
| 1218 |
Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more
|
B 81 5⁄4 | ||||||||
| 1219 |
Route EVM transactions to browser wallets (MetaMask, etc.) for signing via EIP-…
|
B 81 5⁄4 | ||||||||
| 1220 |
An MCP (Model Context Protocol) server that provides Google search capabilities…
|
B 81 5⁄5 | ||||||||
| 1221 |
|
B 81 5⁄4 | ||||||||
| 1222 |
qiita-mcp-server
Claim
Publish articles to Qiita via MCP tools. Minimal, fast, and focused on Qiita au…
|
B 81 6⁄4 | ||||||||
| 1223 |
Provides security scanning capabilities through Snyk CLI tools and REST API, en…
|
B 81 5⁄5 | ||||||||
| 1224 |
A memory layer for AI Agents
|
B 81 4⁄4 | ||||||||
| 1225 |
Model Context Protocol (MCP) server for DeployHQ API integration
|
B 81 5⁄4 | ||||||||
| 1226 |
Integrates Bruno CLI for API testing, enabling users to run API requests and co…
|
B 81 5⁄5 | ||||||||
| 1227 |
A MCP (Model Context Protocol) server for fetching HuggingFace daily papers.
|
B 81 5⁄5 | ||||||||
| 1228 |
This is a TypeScript-based MCP server that provides database interaction capabi…
|
B 81 5⁄4 | ||||||||
| 1229 |
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes…
|
B 81 4⁄4 | ||||||||
| 1230 |
IBM Z mainframe MCP server - Key Protect HSM & z/OS
|
B 81 5⁄4 | ||||||||
| 1231 |
Joplin MCP Server
|
B 81 5⁄5 | ||||||||
| 1232 |
A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatica…
|
B 81 5⁄5 | ||||||||
| 1233 |
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
|
B 81 5⁄5 | ||||||||
| 1234 |
MaxRefMCP
Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
|
B 81 6⁄6 | ||||||||
| 1235 |
powersun-tron-mcp
Claim
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
|
B 81 6⁄6 | ||||||||
| 1236 |
MCP Excel Reader
Claim
Provides efficient handling of large Excel files through automatic chunking and…
|
B 81 5⁄5 | ||||||||
| 1237 |
Connects AI assistants to Tacit building digital twins to query buildings, equi…
|
B 81 5⁄4 | ||||||||
| 1238 |
MCP server for querying and validating OpenStreetMap tags
|
B 81 5⁄4 | ||||||||
| 1239 |
EasySend file sharing MCP server - upload, download and share files. No authent…
|
B 81 4⁄4 | ||||||||
| 1240 |
Pronunciation scoring, speech-to-text, and text-to-speech for AI agents.
|
B 81 6⁄6 | ||||||||
| 1241 |
Moved to com.achriom/achriom in the Official MCP Registry.
|
B 81 6⁄6 | ||||||||
| 1242 |
Create AI surveys with dynamic follow-up probing directly from your AI assistan…
|
B 81 6⁄6 | ||||||||
| 1243 |
Facilitates the creation of DecentSampler drum kit configurations, supporting W…
|
B 81 5⁄5 | ||||||||
| 1244 |
steampipe-mcp
Claim
steampipe-mcp
|
B 81 5⁄5 | ||||||||
| 1245 |
sayou
Claim
Persistent knowledge workspace for AI agents. Versioned files, search, and MCP …
|
B 81 5⁄5 | ||||||||
| 1246 |
Enables AI-assisted creation, editing, and visualization of VibeTide 2D platfor…
|
B 81 5⁄5 | ||||||||
| 1247 |
Namibia legislation via MCP -- full-text search across statutes and provisions
|
B 81 6⁄6 | ||||||||
| 1248 |
moltdj
Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
|
B 81 6⁄6 | ||||||||
| 1249 |
filesystem-mcp
Claim
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
B 81 5⁄5 | ||||||||
| 1250 |
An MCP server providing geocoding and place discovery services via Nominatim an…
|
B 81 6⁄6 | ||||||||