MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20451 |
Regression testing framework for AI agents. Save golden baselines, detect behav…
|
B 75 4⁄3 | ||||||||
| 20452 |
Provides tools to search and execute Code Ocean capsules and pipelines while ma…
|
B 75 4⁄4 | ||||||||
| 20453 |
Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temp…
|
B 75 3⁄3 | ||||||||
| 20454 |
A comprehensive MCP server that provides intelligent access to Perplexity AI's …
|
B 75 4⁄4 | ||||||||
| 20455 |
mcp-a11y-service
Claim
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
|
B 75 3⁄3 | ||||||||
| 20456 |
mcp-whatsapp
Claim
Single-binary Go MCP server that wraps whatsmeow to expose a personal WhatsApp …
|
B 75 3⁄3 | ||||||||
| 20457 |
Enables Claude AI to interact with Viva Engage (Yammer) for browsing communitie…
|
B 75 3⁄3 | ||||||||
| 20458 |
Control and query Rigol DHO824 oscilloscope for waveform capture and measuremen…
|
B 75 4⁄3 | ||||||||
| 20459 |
Give your AI coding agent direct access to 2,198+ exercises via exerciseapi.dev
|
B 75 3⁄3 | ||||||||
| 20460 |
backlog-mcp
Claim
MCP server that gives AI agents structured read/write access to a story-based p…
|
B 75 3⁄3 | ||||||||
| 20461 |
furi
Claim
CLI & API for MCP management
|
B 75 4⁄3 | ||||||||
| 20462 |
Connects AI assistants to Linode cloud infrastructure, enabling the management …
|
B 75 4⁄4 | ||||||||
| 20463 |
Connect AI assistants to your Metabase analytics platform. Access dashboards, e…
|
B 75 4⁄4 | ||||||||
| 20464 |
Give secure read/write access to your Standard Notes vault — end-to-end encrypt…
|
B 75 3⁄3 | ||||||||
| 20465 |
Provides AI assistants with comprehensive access to eBay's Sell APIs, including…
|
B 75 4⁄3 | ||||||||
| 20466 |
Long-term memory system for AI agents that accumulates domain expertise through…
|
B 75 3⁄3 | ||||||||
| 20467 |
Wick
Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
|
B 75 3⁄3 | ||||||||
| 20468 |
google maps for vibecoders.
|
B 75 3⁄3 | ||||||||
| 20469 |
Couchbase Model Context Protocol Server to interact with Couchbase clusters
|
B 75 4⁄3 | ||||||||
| 20470 |
Rust-powered PDF toolkit: create, read, and analyze PDFs; extract text and enti…
|
B 75 3⁄3 | ||||||||
| 20471 |
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
|
B 75 3⁄3 | ||||||||
| 20472 |
MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio slicing, a…
|
B 75 4⁄3 | ||||||||
| 20473 |
MCP server for the Storyblok headless CMS with 160 tools across 30 modules. Man…
|
B 75 4⁄4 | ||||||||
| 20474 |
Reddit automation for AI agents — browse feeds, search posts, comment, vote, an…
|
B 75 3⁄3 | ||||||||
| 20475 |
FreeAgent accounting MCP: bank reconciliation, expenses, mileage claims and rec…
|
B 75 3⁄3 | ||||||||
| 20476 |
A server that integrates with Claude Desktop to enable real-time web research c…
|
B 75 4⁄3 | ||||||||
| 20477 |
Connects Claude to your Strava account for analyzing training, predicting race …
|
B 75 3⁄3 | ||||||||
| 20478 |
claude-homelab
Claim
Comprehensive Agents, Commands, Hooks, and Skills for homelab service managemen…
|
B 75 3⁄3 | ||||||||
| 20479 |
Access 21+ social media platforms through one unified API. Profiles, posts, sea…
|
B 75 3⁄3 | ||||||||
| 20480 |
Model Context Protocol for Wikidata
|
B 75 3⁄3 | ||||||||
| 20481 |
|
B 75 4⁄3 | ||||||||
| 20482 |
MCP server that exposes actionable Omniboard checks for the current project to …
|
B 75 3⁄3 | ||||||||
| 20483 |
Enables Claude to manage Gmail, Google Calendar, and Google Contacts through a …
|
B 75 3⁄3 | ||||||||
| 20484 |
magicslide-mcp-testing
Claim
|
B 75 3⁄3 | ||||||||
| 20485 |
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
|
B 75 3⁄3 | ||||||||
| 20486 |
local-mcp
Claim
Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
|
B 75 3⁄3 | ||||||||
| 20487 |
Enables AI assistants to create, modify, and manage Penpot designs programmatic…
|
B 75 4⁄3 | ||||||||
| 20488 |
gorev
Claim
Task management system for AI assistants with MCP protocol, templates, and bili…
|
B 75 4⁄3 | ||||||||
| 20489 |
Basecamp-MCP-Server
Claim
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos…
|
B 75 4⁄4 | ||||||||
| 20490 |
Enables AI assistants to interact with Grafana dashboards, datasources, alerts,…
|
B 75 4⁄4 | ||||||||
| 20491 |
D365 F&O MCP Server
Claim
Enables AI-assisted X++ development for Dynamics 365 Finance and Operations by …
|
B 75 4⁄3 | ||||||||
| 20492 |
NornicDB
Claim
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub…
|
B 75 4⁄3 | ||||||||
| 20493 |
Enables AI assistants to interact with ProjectHub for comprehensive project man…
|
B 75 4⁄3 | ||||||||
| 20494 |
Enables Google Developer Experts to report various activities (content creation…
|
B 75 4⁄4 | ||||||||
| 20495 |
An MCP server for the Hudu IT documentation platform that provides 39 tools and…
|
B 75 4⁄4 | ||||||||
| 20496 |
echo-mcp
Claim
A zero-configuration Go library to automatically expose any existing Echo web f…
|
B 75 4⁄4 | ||||||||
| 20497 |
WordPress MCP Server
Claim
A comprehensive MCP server for managing WordPress sites through the REST API, f…
|
B 75 4⁄3 | ||||||||
| 20498 |
A Model Context Protocol server implementation that enables AI assistants like …
|
B 75 4⁄3 | ||||||||
| 20499 |
Enables Claude to access and manage YouTube channel data through the YouTube Da…
|
B 75 3⁄3 | ||||||||
| 20500 |
MCP server for Aruba Central that exposes access point, switch, and wireless cl…
|
B 75 3⁄3 | ||||||||