MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1351 |
A generic MCP server that dynamically converts OpenAPI-defined REST APIs into t…
|
B 80 5⁄5 | ||||||||
| 1352 |
Provides AI coding assistants with persistent project memory to retain architec…
|
B 80 5⁄4 | ||||||||
| 1353 |
ForIT Microsoft Graph
Claim
Provides direct access to Microsoft Graph API with multi-tenant account managem…
|
B 80 5⁄5 | ||||||||
| 1354 |
An MCP server that enables Claude to interact with Twitter, allowing for postin…
|
B 80 5⁄5 | ||||||||
| 1355 |
Enables querying, searching, and analyzing Cursor IDE conversation history from…
|
B 80 5⁄4 | ||||||||
| 1356 |
A Model Context Protocol server for Azure CosmosDB database operations that pro…
|
B 80 5⁄5 | ||||||||
| 1357 |
Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via D…
|
B 80 5⁄4 | ||||||||
| 1358 |
Enables processing of SGF (Smart Game Format) files to extract comprehensive ga…
|
B 80 5⁄5 | ||||||||
| 1359 |
Enables AI assistants to interact with Autodesk Construction Cloud (ACC) projec…
|
B 80 5⁄5 | ||||||||
| 1360 |
⚠️ DEPRECATED — Use https://github.com/zoharbabin/web-researcher-mcp instead
|
B 80 5⁄5 | ||||||||
| 1361 |
A cross-platform MCP server that allows AI agents to capture screenshots of spe…
|
B 80 5⁄4 | ||||||||
| 1362 |
Enables AI assistants to search products, compare prices, and find the best dea…
|
B 80 5⁄5 | ||||||||
| 1363 |
Weight-On-Wheels for AI - keeps agents grounded in your project's rules. Query …
|
B 80 5⁄4 | ||||||||
| 1364 |
Enables AI agents to seamlessly interact with Google Sheets through secure OAut…
|
B 80 5⁄5 | ||||||||
| 1365 |
Connect AI assistants to your Mintline receipts, transactions, and spending ana…
|
B 80 5⁄4 | ||||||||
| 1366 |
Enables querying and managing PostgreSQL and MySQL databases through natural la…
|
B 80 5⁄5 | ||||||||
| 1367 |
freedcamp
|
B 80 5⁄5 | ||||||||
| 1368 |
Enables AI assistants to interact with Obsidian vaults via direct filesystem ac…
|
B 80 5⁄4 | ||||||||
| 1369 |
A read-only Model Context Protocol server that enables LLMs to search, list, an…
|
B 80 5⁄4 | ||||||||
| 1370 |
Provides current Unix timestamp in seconds, milliseconds, and ISO 8601 format t…
|
B 80 4⁄4 | ||||||||
| 1371 |
reddit-mcp-server
|
B 80 5⁄4 | ||||||||
| 1372 |
Provides AI assistants with long-term semantic memory capabilities through loca…
|
B 80 5⁄5 | ||||||||
| 1373 |
Enables decoding QR codes from images provided as either base64 data URLs or HT…
|
B 80 5⁄5 | ||||||||
| 1374 |
The Byul Finance MCP provides real-time financial data via the Byul API, includ…
|
B 80 5⁄4 | ||||||||
| 1375 |
XRPL Agent Wallet MCP
Claim
Provides secure, policy-controlled wallet infrastructure for AI agents to auton…
|
B 80 5⁄5 | ||||||||
| 1376 |
Analyze YouTube videos and extract insights using the Gemini Vision API. Get de…
|
B 80 5⁄4 | ||||||||
| 1377 |
devir
Claim
Manages multiple development services with colored logs, filtering, and MCP int…
|
B 80 5⁄4 | ||||||||
| 1378 |
A task management MCP server that allows users to create, list, and organize ta…
|
B 80 5⁄4 | ||||||||
| 1379 |
DockaShell is an MCP server that provides AI agents with isolated Docker contai…
|
B 80 5⁄4 | ||||||||
| 1380 |
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task managemen…
|
B 80 5⁄4 | ||||||||
| 1381 |
MCP server that enables your agents to use coding rules from any or your GitHub…
|
B 80 5⁄5 | ||||||||
| 1382 |
Enables AI assistants to perform mobile device automation testing via Appium th…
|
B 80 5⁄4 | ||||||||
| 1383 |
Music MCP
Claim
Enables AI assistants to control Apple Music on macOS using AppleScript for pla…
|
B 80 5⁄4 | ||||||||
| 1384 |
Renders web pages into structured, agent-readable representations using headles…
|
B 80 5⁄4 | ||||||||
| 1385 |
Provides an LLM-friendly interface to the Massive.com financial data API throug…
|
B 80 5⁄5 | ||||||||
| 1386 |
MCP server for img-src.io Image CDN - upload, transform, and deliver images thr…
|
B 80 5⁄5 | ||||||||
| 1387 |
Fast screenshot capture tool optimized for Claude Vision API. Automatically til…
|
B 80 5⁄4 | ||||||||
| 1388 |
Task management API built for AI agents. Create, delegate, and track tasks with…
|
B 80 5⁄4 | ||||||||
| 1389 |
Turn Claude into your F1 race engineer.
|
B 80 4⁄4 | ||||||||
| 1390 |
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG ima…
|
B 80 5⁄5 | ||||||||
| 1391 |
Exposes Spark History Server data as tools for AI agents, enabling natural lang…
|
B 80 5⁄4 | ||||||||
| 1392 |
MCP server enabling AI assistants to interact with Figma designs via natural la…
|
B 80 5⁄4 | ||||||||
| 1393 |
DevServer MCP
Claim
Monitors development server logs in real-time and provides Claude with immediat…
|
B 80 5⁄4 | ||||||||
| 1394 |
Enables fast semantic code search and analysis across 15+ programming languages…
|
B 80 5⁄4 | ||||||||
| 1395 |
Chilean legislation via MCP — full-text search across statutes and provisions
|
B 80 5⁄5 | ||||||||
| 1396 |
Enables creation, editing, and management of Word documents through JSON schema…
|
B 80 5⁄5 | ||||||||
| 1397 |
Enables LLMs to read, search, convert, and extract metadata from MDX files, pro…
|
B 80 5⁄4 | ||||||||
| 1398 |
Socratic AI that turns vague problems into structured intent specs — objective,…
|
B 80 5⁄5 | ||||||||
| 1399 |
Enables AI assistants to perform real-time web searches, company research, cont…
|
B 80 6⁄6 | ||||||||
| 1400 |
Airtable database integration with schema inspection, read and write capabiliti…
|
B 80 5⁄4 | ||||||||