MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1301 |
A Knowledge Graph MCP server optimized for LLM context efficiency through compa…
|
B 80 6⁄6 | ||||||||
| 1302 |
Provides deterministic system information and developer utilities including dat…
|
B 80 5⁄5 | ||||||||
| 1303 |
Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model…
|
B 80 5⁄4 | ||||||||
| 1304 |
Enables AI agents to create, manage, and execute API collections, requests, and…
|
B 80 5⁄5 | ||||||||
| 1305 |
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code ex…
|
B 80 5⁄4 | ||||||||
| 1306 |
pentest-mcp-server
Claim
⚙️ Enable AI agents to conduct autonomous penetration testing on any Linux dist…
|
B 80 5⁄4 | ||||||||
| 1307 |
Enables AI assistants to access fresh service provider knowledge, routing rules…
|
B 80 6⁄6 | ||||||||
| 1308 |
mcp-pointer
Claim
Visual DOM element selector for agentic coding tools. Chrome extension + MCP se…
|
B 80 5⁄4 | ||||||||
| 1309 |
Map financial identifiers (ISIN, CUSIP, SEDOL, Ticker) to FIGIs via OpenFIGI API
|
B 80 5⁄4 | ||||||||
| 1310 |
Enables AI assistants to manage Docker containers, stacks, images, volumes, and…
|
B 80 5⁄5 | ||||||||
| 1311 |
WhatsApp Web MCP Server
|
B 80 5⁄4 | ||||||||
| 1312 |
Provides Claude Code with programmatic session awareness to track context usage…
|
B 80 5⁄5 | ||||||||
| 1313 |
MCP server for querying Codecov coverage data with configurable URL support
|
B 80 5⁄4 | ||||||||
| 1314 |
Enables AI agents to search and retrieve information from the official Godot ga…
|
B 80 5⁄5 | ||||||||
| 1315 |
opgg-mcp
Claim
Access real-time gaming data across popular titles like League of Legends, TFT,…
|
B 80 6⁄6 | ||||||||
| 1316 |
|
B 80 5⁄4 | ||||||||
| 1317 |
An MCP server that automates the migration of WordPress sites into production-r…
|
B 80 5⁄5 | ||||||||
| 1318 |
An integration that allows Claude Desktop to interact with Hacker News using th…
|
B 80 5⁄5 | ||||||||
| 1319 |
|
B 80 5⁄4 | ||||||||
| 1320 |
rtfmbro-mcp
Claim
rtfmbro provides always-up-to-date, version-specific package documentation as c…
|
B 80 6⁄6 | ||||||||
| 1321 |
Provides comprehensive Google Calendar integration capabilities allowing AI ass…
|
B 80 5⁄5 | ||||||||
| 1322 |
AI content generation, repurposing, and multi-platform publishing with [BlogBur…
|
B 80 5⁄4 | ||||||||
| 1323 |
Reddit MCP server with full read/write - posts, comments, search, and content c…
|
B 80 5⁄4 | ||||||||
| 1324 |
Enables sending end-of-day (EOD) status updates directly to Slack channels from…
|
B 80 5⁄5 | ||||||||
| 1325 |
Enables AI assistants to manage GitHub issues using deterministic priority scor…
|
B 80 5⁄4 | ||||||||
| 1326 |
Ethiopia legislation via MCP -- full-text search across statutes and provisions
|
B 80 5⁄4 | ||||||||
| 1327 |
Enables AI assistants to search, analyze, and debug application API traffic cap…
|
B 80 5⁄5 | ||||||||
| 1328 |
Provides an LLM-friendly interface to the Massive.com financial data API throug…
|
B 80 5⁄5 | ||||||||
| 1329 |
Financial intelligence: insider trades, SEC filings, 13F holdings, and market s…
|
B 80 6⁄6 | ||||||||
| 1330 |
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
|
B 80 6⁄6 | ||||||||
| 1331 |
Scan and generate barcodes and QR codes.
|
B 80 5⁄5 | ||||||||
| 1332 |
Enables AI assistants to verify, scan, and check on-chain security certificatio…
|
B 80 5⁄5 | ||||||||
| 1333 |
mcp-use
Claim
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Serv…
|
B 80 5⁄5 | ||||||||
| 1334 |
An MCP server for tracking student learning via a knowledge graph, with spaced …
|
B 80 5⁄5 | ||||||||
| 1335 |
Clockify MCP
|
B 80 5⁄5 | ||||||||
| 1336 |
Enables extraction of YouTube video information including metadata (title, desc…
|
B 80 5⁄5 | ||||||||
| 1337 |
Enables LLM applications to interact with macOS through AppleScript.
|
B 80 5⁄5 | ||||||||
| 1338 |
Enables AI assistants to interact with ERPNext/Frappe instances through the RES…
|
B 80 5⁄5 | ||||||||
| 1339 |
Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-A…
|
B 80 5⁄4 | ||||||||
| 1340 |
Transmission MCP Server
Claim
Provides tools for interacting with the Transmission BitTorrent client via natu…
|
B 80 5⁄4 | ||||||||
| 1341 |
An MCP server that acts as a bridge to SearXNG instances, allowing AI models to…
|
B 80 5⁄5 | ||||||||
| 1342 |
Injection molding simulation expertise — materials, process validation, and DFM…
|
B 80 5⁄5 | ||||||||
| 1343 |
mcp-calendly
Claim
Enables interaction with Calendly to manage event types, scheduled events, and …
|
B 80 5⁄5 | ||||||||
| 1344 |
Unity Editor integration with Model Context Protocol (MCP) enabling AI assistan…
|
B 80 5⁄4 | ||||||||
| 1345 |
tiger-slack
Claim
Real-time Slack ingest and MCP server to power your agentic Slack bots
|
B 80 5⁄4 | ||||||||
| 1346 |
Canvas LMS MCP Server
Claim
Provides secure access to Canvas LMS at Texas Tech University, enabling Claude …
|
B 80 5⁄5 | ||||||||
| 1347 |
Enables AI agents and humans to collaboratively plan and manage tasks with a sh…
|
B 80 5⁄5 | ||||||||
| 1348 |
Manage pfSense firewalls through AI assistants — rules, DHCP, DNS, and more
|
B 80 5⁄5 | ||||||||
| 1349 |
MCP server for secure database access (PostgreSQL, MySQL, SQLite) with paramete…
|
B 80 5⁄4 | ||||||||
| 1350 |
A secure local DID signer for AmikoNet that manages private keys and creates cr…
|
B 80 6⁄6 | ||||||||