MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1301 |
sl-test
|
B 80 5⁄4 | ||||||||
| 1302 |
Canadian federal law database — PIPEDA, CASL, cybercrime, corporate law with fu…
|
B 80 5⁄4 | ||||||||
| 1303 |
Git log, diff, blame, branch stats for AI agents
|
B 80 4⁄4 | ||||||||
| 1304 |
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
|
B 80 5⁄4 | ||||||||
| 1305 |
Provides comprehensive Google Calendar integration capabilities allowing AI ass…
|
B 80 5⁄5 | ||||||||
| 1306 |
MCP stdio server for analyzing YouTube videos with Google Gemini
|
B 80 4⁄4 | ||||||||
| 1307 |
mcp-pointer
Claim
Visual DOM element selector for agentic coding tools. Chrome extension + MCP se…
|
B 80 5⁄4 | ||||||||
| 1308 |
Enables natural language domain management through Dynadot, supporting domain r…
|
B 80 5⁄5 | ||||||||
| 1309 |
AI content generation, repurposing, and multi-platform publishing with [BlogBur…
|
B 80 5⁄4 | ||||||||
| 1310 |
An MCP server for tracking student learning via a knowledge graph, with spaced …
|
B 80 5⁄5 | ||||||||
| 1311 |
Gmail Manager MCP gives Claude Desktop direct access to your Gmail inbox, allow…
|
B 80 5⁄4 | ||||||||
| 1312 |
A Model Context Protocol server that connects AI assistants like Claude to Mone…
|
B 80 5⁄4 | ||||||||
| 1313 |
A growing collection of MCP servers bringing offensive security tools to AI ass…
|
B 80 5⁄4 | ||||||||
| 1314 |
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
|
B 80 5⁄5 | ||||||||
| 1315 |
Multi-agent orchestration with a race-condition-safe shared blackboard, agent s…
|
B 80 5⁄4 | ||||||||
| 1316 |
Resume-as-an-Agent (RAAA) or Portfolio-as-an-Agent (PAAA) allows Agents to talk…
|
B 80 5⁄5 | ||||||||
| 1317 |
MCP smart contract scanner with NEAR-focused security context.
|
B 80 5⁄4 | ||||||||
| 1318 |
Enables AI agents and humans to collaboratively plan and manage tasks with a sh…
|
B 80 5⁄5 | ||||||||
| 1319 |
MCP Server for Bear note taking app available as Claude Desktop extension or st…
|
B 80 4⁄4 | ||||||||
| 1320 |
Enables AI assistants to edit Microsoft Word documents live while they are open…
|
B 80 5⁄5 | ||||||||
| 1321 |
Enables AI assistants to query Brazilian Senate data including senators, bills,…
|
B 80 5⁄5 | ||||||||
| 1322 |
Reddit MCP server with full read/write - posts, comments, search, and content c…
|
B 80 5⁄4 | ||||||||
| 1323 |
A read-only MCP server that enables users to query and explore StarRocks databa…
|
B 80 5⁄5 | ||||||||
| 1324 |
Provides Claude Code with programmatic session awareness to track context usage…
|
B 80 5⁄5 | ||||||||
| 1325 |
Enables sending end-of-day (EOD) status updates directly to Slack channels from…
|
B 80 5⁄5 | ||||||||
| 1326 |
Enables AI models to generate synthetic data, manage templates and connections,…
|
B 80 5⁄5 | ||||||||
| 1327 |
The MoneyChoice MCP Server delivers institutional-grade economic forecasts powe…
|
B 80 6⁄6 | ||||||||
| 1328 |
A Model Context Protocol (MCP) server that provides a set of tools for retrievi…
|
B 80 5⁄4 | ||||||||
| 1329 |
DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligen…
|
B 80 6⁄6 | ||||||||
| 1330 |
Enables secure filesystem access with privacy controls using .mcpignore files t…
|
B 80 5⁄4 | ||||||||
| 1331 |
Enables AI agents to seamlessly interact with Google Sheets through secure OAut…
|
B 80 5⁄5 | ||||||||
| 1332 |
MCP server for SAPUI5/OpenUI5 development
|
B 80 5⁄5 | ||||||||
| 1333 |
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
|
B 80 5⁄4 | ||||||||
| 1334 |
Provides access to over 200,000 icons from 150+ collections with features for s…
|
B 80 5⁄5 | ||||||||
| 1335 |
An MCP server that enables Claude to break down complex problems into manageabl…
|
B 80 5⁄5 | ||||||||
| 1336 |
Search, discover, and register AI agents in the public registry at agentlookup.…
|
B 80 4⁄4 | ||||||||
| 1337 |
A read-only Model Context Protocol server that enables LLMs to search, list, an…
|
B 80 5⁄4 | ||||||||
| 1338 |
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entri…
|
B 80 6⁄6 | ||||||||
| 1339 |
Enables AI assistants to manage GitHub issues using deterministic priority scor…
|
B 80 5⁄4 | ||||||||
| 1340 |
Terminal Hook
Claim
A VSCode and Cursor extension that captures real-time terminal output and expos…
|
B 80 5⁄4 | ||||||||
| 1341 |
Enables AI assistants to interact with ERPNext/Frappe instances through the RES…
|
B 80 5⁄5 | ||||||||
| 1342 |
Enables AI assistants to perform comprehensive Microsoft Excel operations inclu…
|
B 80 5⁄5 | ||||||||
| 1343 |
A Model Context Protocol server that enables management of feature flags in Buc…
|
B 80 5⁄5 | ||||||||
| 1344 |
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via expl…
|
B 80 5⁄5 | ||||||||
| 1345 |
gitnexus-stable-ops
Claim
Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K …
|
B 80 4⁄4 | ||||||||
| 1346 |
Enables brand visibility monitoring across major AI platforms like ChatGPT, Cla…
|
B 80 5⁄5 | ||||||||
| 1347 |
MCP server for UI5 Web Components development assistance
|
B 80 5⁄4 | ||||||||
| 1348 |
Production-ready MCP server for intelligent handling of large files with smart …
|
B 80 5⁄4 | ||||||||
| 1349 |
Enables AI agents to safely explore directories, read files, search content by …
|
B 80 5⁄4 | ||||||||
| 1350 |
Enables code review operations on GitHub and GitLab, including fetching pull/me…
|
B 80 5⁄5 | ||||||||