MCP Server Quality Scores
Independent quality analysis of 48821 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21601 |
Broken link detection with affiliate tracking, revenue loss estimation, and fix…
|
C 69 3⁄3 | ||||||||
| 21602 |
esp32-mcpserver
Claim
A lightweight Model Context Protocol (MCP) server framework for ESP32. Seamless…
|
C 69 3⁄3 | ||||||||
| 21603 |
Read-only MCP server for OpenEMIS v5 — 645 resources, 24 playbooks, natural-lan…
|
C 69 3⁄3 | ||||||||
| 21604 |
MCP server for the Rancher ecosystem with multi-cluster Kubernetes operations, …
|
C 69 4⁄4 | ||||||||
| 21605 |
Alfred MCP Server
Claim
Enables AI assistants to create, manage, and execute Alfred workflow automation…
|
C 69 4⁄4 | ||||||||
| 21606 |
MCP Weather Server
Claim
Provides real-time weather information and multi-day forecasts for global locat…
|
C 69 4⁄4 | ||||||||
| 21607 |
The official AppSignal MCP Server
|
C 69 4⁄4 | ||||||||
| 21608 |
detrix
Claim
Detrix is an agentic debugger.
Watch any variable at any line, zero code change…
|
C 69 4⁄4 | ||||||||
| 21609 |
Intelligent API routing for AI agents. Best service, best price, free alternati…
|
C 69 3⁄3 | ||||||||
| 21610 |
Provides Claude with persistent local memory and a structured knowledge graph f…
|
C 69 3⁄3 | ||||||||
| 21611 |
|
C 69 3⁄3 | ||||||||
| 21612 |
firma
Claim
Local-first CLI asset tracker for overseas stock investors with Claude Desktop …
|
C 69 3⁄3 | ||||||||
| 21613 |
Geolocation tools (reverse geocoding, ip lookup, etc) using Jeleo Geolocation A…
|
C 69 3⁄3 | ||||||||
| 21614 |
mcp-gitlab
Claim
mcp-gitlab
|
C 69 4⁄4 | ||||||||
| 21615 |
Access your Convo meetings, transcripts, summaries, and action items from any A…
|
C 69 3⁄3 | ||||||||
| 21616 |
AI compliance attestation for EU AI Act, SR 11-7, HIPAA. Free local tier, no ke…
|
C 69 3⁄3 | ||||||||
| 21617 |
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
|
C 69 3⁄3 | ||||||||
| 21618 |
Provides nine specialized production-ready solvers for advanced resource alloca…
|
C 69 4⁄4 | ||||||||
| 21619 |
Enables complete AI agent lifecycle management through MoluAbi's platform, allo…
|
C 69 4⁄4 | ||||||||
| 21620 |
Amazon organic ranking MCP server. Run campaigns, track keyword positions, moni…
|
C 69 3⁄3 | ||||||||
| 21621 |
Enables interaction with the RunPod REST API through Claude or other MCP-compat…
|
C 69 4⁄4 | ||||||||
| 21622 |
A bridge that enables MCP clients like Cascade and Windsurf to interact with to…
|
C 69 4⁄3 | ||||||||
| 21623 |
Enables AI assistants to interact with Yuque (语雀) platform through MCP protocol…
|
C 69 4⁄4 | ||||||||
| 21624 |
Provides comprehensive PostgreSQL database access with 36 tools for querying, m…
|
C 69 4⁄4 | ||||||||
| 21625 |
Real-time LTL fuel surcharge rates for 10 US carriers with verifiable provenanc…
|
C 69 3⁄3 | ||||||||
| 21626 |
AI services via Bitcoin Lightning — PDF summarisation, code review, translation…
|
C 69 3⁄3 | ||||||||
| 21627 |
Enables management of AI-powered email marketing automation, including subscrib…
|
C 69 4⁄4 | ||||||||
| 21628 |
MCP server for the Open Archives genealogical search engine.
|
C 69 3⁄3 | ||||||||
| 21629 |
Enables integration with Xray Cloud APIs for comprehensive test management incl…
|
C 69 4⁄4 | ||||||||
| 21630 |
Provides AI assistants with the ability to manage email accounts through cPanel…
|
C 69 4⁄3 | ||||||||
| 21631 |
BIGHUB
Claim
Decision learning for AI agent actions. Evaluate, score, decide, and learn from…
|
C 69 4⁄3 | ||||||||
| 21632 |
Read-only MCP server for Akamai CDN — properties, EdgeWorkers, DNS, network lis…
|
C 69 3⁄3 | ||||||||
| 21633 |
MCP server for Drone CI/CD with 47 tools for build, repo, secret, user, templat…
|
C 69 3⁄3 | ||||||||
| 21634 |
AdoMcp
Claim
Database MCP server for schema discovery, comments, and SQL queries.
|
C 69 3⁄3 | ||||||||
| 21635 |
An MCP server that automatically enhances user prompts by applying advanced eng…
|
C 69 3⁄3 | ||||||||
| 21636 |
한국 사업자용 계약서 자동 생성 Claude Code 스킬. 9종 계약서(근로·알바·유연·일용·프리랜서·외주·변경·연봉) + MCP 개인정보 …
|
C 69 3⁄3 | ||||||||
| 21637 |
Enables control of digital mixers (Behringer X32, Midas M32) through natural la…
|
C 69 4⁄4 | ||||||||
| 21638 |
Enables workflow management and Docker image building for Bio-OS platform. Supp…
|
C 69 4⁄4 | ||||||||
| 21639 |
Native Windows MCP server that gives AI agents full desktop control. 45+ tools …
|
C 69 3⁄3 | ||||||||
| 21640 |
Spline MCP Server
Claim
An interface that enables Claude to interact with Spline 3D design tool, allowi…
|
C 69 4⁄4 | ||||||||
| 21641 |
An MCP server that lets AI agents launch, interact with, and inspect Textual TU…
|
C 69 3⁄3 | ||||||||
| 21642 |
Enables interaction with Telnyx's telephony, messaging, and AI assistant APIs t…
|
C 69 4⁄4 | ||||||||
| 21643 |
An MCP server that provides Claude and other MCP clients with persistent memory…
|
C 69 3⁄3 | ||||||||
| 21644 |
Enables AI assistants to interact with GoHighLevel's complete API including con…
|
C 69 4⁄4 | ||||||||
| 21645 |
Open Source Generic MCP Client for testing & evaluating mcp servers and agents
|
C 69 4⁄3 | ||||||||
| 21646 |
Control AWX/Ansible Tower through natural language - 49 tools for automation
|
C 69 4⁄3 | ||||||||
| 21647 |
An MCP server that connects Claude to iCloud Mail for reading, searching, sendi…
|
C 69 4⁄3 | ||||||||
| 21648 |
Enables AI-powered email management through FastMail's JMAP API with features l…
|
C 69 4⁄4 | ||||||||
| 21649 |
Interact with your Elasticsearch indices through natural language conversations.
|
C 69 4⁄3 | ||||||||
| 21650 |
Lemon Squeezy SDK as MCP server. Give your AI assistant access to payment and s…
|
C 69 4⁄3 | ||||||||