MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
Newly Added
toolstem-sec-mcp-server Hive Oracle GopherHole Agent Hub Akamai CDN Zyntra - Temp e-mails MCP| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21501 |
Maestro
Claim
Maestro is the simplest and most effective UI testing framework for Mobile and …
|
C 64 4⁄3 | ||||||||
| 21502 |
Enables comprehensive Google Meet and Calendar management through Google Calend…
|
C 64 4⁄4 | ||||||||
| 21503 |
GEO audit for Shopify: AI readiness score, recommendations, and 15 vertical che…
|
C 64 3⁄3 | ||||||||
| 21504 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 21505 |
An MCP server that enables interaction with the Strava API v3 to manage fitness…
|
C 64 4⁄4 | ||||||||
| 21506 |
Bringing the debugging we know and love as human programmers to our AI agents –…
|
C 64 4⁄3 | ||||||||
| 21507 |
Generate academic papers with AI agents and verified citations via OpenPaper.dev
|
C 64 3⁄3 | ||||||||
| 21508 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 21509 |
RSS MCP Server by CData
Claim
This read-only MCP Server allows you to connect to RSS data from Claude Desktop…
|
C 64 3⁄3 | ||||||||
| 21510 |
Token-budgeted web fetch for AI agents — auto-routes Jina, FireCrawl, Trafilatu…
|
C 64 3⁄3 | ||||||||
| 21511 |
Interaction profile registry for AI agents. Log interactions, query behavioral …
|
C 64 3⁄3 | ||||||||
| 21512 |
MCP server for GroupDocs.Metadata — read and remove document metadata via AI ag…
|
C 64 3⁄3 | ||||||||
| 21513 |
IB_MCP
Claim
This project provides an Interactive Brokers (IB) API interface using the Model…
|
C 64 4⁄3 | ||||||||
| 21514 |
job-pilot
Claim
JobPilot is a next-generation career assistant powered by AI Agents and the Mod…
|
C 64 4⁄4 | ||||||||
| 21515 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 21516 |
mcp-plexus
|
C 64 4⁄4 | ||||||||
| 21517 |
MCP server for Guesty property management — 38 tools for STR operations.
|
C 64 3⁄3 | ||||||||
| 21518 |
Enables comprehensive access to Obsidian vaults through MCP, supporting multi-v…
|
C 64 4⁄4 | ||||||||
| 21519 |
rhumb-mcp
Claim
Agent gateway for Index discovery, AN Score evaluation, and Resolve governed ex…
|
C 64 3⁄3 | ||||||||
| 21520 |
Extract shoppable ingredients from recipe content with affiliate signals.
|
C 64 3⁄3 | ||||||||
| 21521 |
Connects to your Pinecone Assistant and gives the agent context from its knowle…
|
C 64 4⁄4 | ||||||||
| 21522 |
A Model Context Protocol server that provides Claude with comprehensive access …
|
C 64 4⁄4 | ||||||||
| 21523 |
Microsoft Exchange MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 21524 |
This read-only MCP Server allows you to connect to Google Ad Manager data from …
|
C 64 3⁄3 | ||||||||
| 21525 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 21526 |
Time MCP Server
Claim
Get the current UTC time in RFC 3339 format.
|
C 64 3⁄3 | ||||||||
| 21527 |
JSON MCP Server by CData
Claim
JSON MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 21528 |
MCP-Scanner
Claim
Advanced Shodan-based scanner for discovering, verifying, and enumerating Model…
|
C 64 4⁄3 | ||||||||
| 21529 |
Enables interaction with the Bigeye Data Observability platform to query data q…
|
C 64 4⁄4 | ||||||||
| 21530 |
Australian business intelligence MCP — ABN lookup, business search & AI prospec…
|
C 64 3⁄3 | ||||||||
| 21531 |
MCP Test Utils
Claim
Desktop UI automation for AI agents: screenshots, windows, mouse, keyboard, UI …
|
C 64 3⁄3 | ||||||||
| 21532 |
maildev-mcp
Claim
MailDev MCP server. Manage Docker containers and inspect emails from your AI ed…
|
C 64 3⁄3 | ||||||||
| 21533 |
Structured domain knowledge for AI agents. 42x more accurate than RAG, 11x fewe…
|
C 64 3⁄3 | ||||||||
| 21534 |
Manage TezTun tunnels, subdomains, and service tokens from any MCP-compatible A…
|
C 64 3⁄3 | ||||||||
| 21535 |
A local MCP server that guides users through Linux From Scratch (LFS) documenta…
|
C 64 3⁄3 | ||||||||
| 21536 |
aguara
Claim
Security scanner for AI agent skills and MCP servers. Static analysis, incident…
|
C 64 4⁄3 | ||||||||
| 21537 |
MCP server for NetApp AI Data Engine
|
C 64 3⁄3 | ||||||||
| 21538 |
code-to-tree
Claim
A single-binary MCP server that converts source code into AST, regardless of la…
|
C 64 3⁄3 | ||||||||
| 21539 |
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
|
C 64 3⁄3 | ||||||||
| 21540 |
A curated collection of persona-based mcp server & tool groupings.
|
C 64 3⁄3 | ||||||||
| 21541 |
SAP ERP MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 21542 |
This read-only MCP Server allows you to connect to Bing Ads data from Claude De…
|
C 64 3⁄3 | ||||||||
| 21543 |
Google AdWords MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 21544 |
docdex
Claim
Fast per-repo documentation indexer and full-text search MCP server for codebas…
|
C 64 4⁄3 | ||||||||
| 21545 |
Persistent knowledge graph for AI workflows with context tiers and .kin inherit…
|
C 64 4⁄3 | ||||||||
| 21546 |
Enables creation, management, and deployment of n8n workflows with enhanced con…
|
C 64 4⁄4 | ||||||||
| 21547 |
Architectural intelligence layer for AI coding agents. Structural graph, archit…
|
C 64 4⁄3 | ||||||||
| 21548 |
Provides Model Context Protocol tools for interacting with eToro's public API e…
|
C 64 4⁄4 | ||||||||
| 21549 |
MCP server for tmux — browse sessions, capture output, send commands.
|
C 64 3⁄3 | ||||||||
| 21550 |
MCP server for AI agents to analyze Excel spreadsheets through atomic operation…
|
C 64 4⁄3 | ||||||||