MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56201 |
ragalgo
Claim
Get scored daily context for Korean stocks and crypto to reduce hallucinations …
|
— | ||||||||
| 56202 |
Vision QA MCP
Claim
An MCP server that enables automated quality control for generated images, eval…
|
— | ||||||||
| 56203 |
@g-tiwari/mcp-testrail
Claim
MCP server for TestRail API, providing AI assistants with 107 tools to manage t…
|
— | ||||||||
| 56204 |
A configurable MCP server that enables creating custom analysis tools through J…
|
— | ||||||||
| 56205 |
GOC MCP Server
Claim
Enables Claude and other AI agents to query real-time construction management d…
|
— | ||||||||
| 56206 |
Search French companies, directors and associations (INPI, INSEE, RNA).
|
— | ||||||||
| 56207 |
Profile Explorer
Claim
Extract structured insights from personal and organizational profile pages. Sea…
|
— | ||||||||
| 56208 |
MCP QA Server
Claim
A reusable MCP server for QA automation testing that enables running tests acro…
|
— | ||||||||
| 56209 |
arcpro-mcp
Claim
Enables natural language control of live ArcGIS Pro sessions through the Model …
|
— | ||||||||
| 56210 |
ASMR-One MCP Server
Claim
A Cloudflare Worker that implements an MCP server for searching and retrieving …
|
— | ||||||||
| 56211 |
Fan Token Intel MCP
Claim
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
|
— | ||||||||
| 56212 |
vuln-intel-mcp
Claim
Provides CVE lookup, search, and exploit intelligence from public vulnerability…
|
— | ||||||||
| 56213 |
A local-first MCP server for auditing, drafting, and planning updates to your p…
|
— | ||||||||
| 56214 |
homeassistant-mcp
Claim
Enables AI assistants to control Home Assistant devices and services through th…
|
— | ||||||||
| 56215 |
UseHourly
Claim
Freelancer time tracking for AI assistants: log time, timers, timesheets, sign-…
|
— | ||||||||
| 56216 |
IsoFinancial-MCP
Claim
An enhanced MCP server providing comprehensive financial market data endpoints …
|
— | ||||||||
| 56217 |
CHAS / SafeContractor / Constructionline pre-qualification preparation. Health …
|
— | ||||||||
| 56218 |
Naver Search MCP Server
Claim
Provides tools to search Naver services (web, news, blog, etc.) and analyze sea…
|
— | ||||||||
| 56219 |
grok-mcp
Claim
Connects Claude Code to xAI's Grok for real-time web and X (Twitter) search wit…
|
— | ||||||||
| 56220 |
ROBINS-I V2 MCP
Claim
ROBINS-I V2 (not V1): risk of bias in one result of a non-randomized cohort stu…
|
— | ||||||||
| 56221 |
nexus-legal
Claim
International legal analysis (ISO 31000) across 63 jurisdictions — 15 tools.
|
— | ||||||||
| 56222 |
MCP server: is this GitHub repo still maintained? A verdict.
|
— | ||||||||
| 56223 |
A Model Context Protocol server that enables AI agents to interact with Backlog…
|
— | ||||||||
| 56224 |
exa-knowledge-mcp
Claim
|
— | ||||||||
| 56225 |
MCP Leave Manager Server
Claim
Enables managing employee leave requests, balances, and approvals through natur…
|
— | ||||||||
| 56226 |
mcpgsc
Claim
|
— | ||||||||
| 56227 |
Model Ledger
Claim
Model inventory and governance: trace deployed models and their dependencies as…
|
— | ||||||||
| 56228 |
TeamTok MCP
Claim
카톡 팀플방의 대화를 팀원별 역할, 마감, 미정 항목, 제출 체크리스트, 공지 메시지로 정리해주는 대학생용 MCP 서버.
|
— | ||||||||
| 56229 |
agentpay-sentinel-mcp
Claim
Security guardrails for AI agent payments
|
— | ||||||||
| 56230 |
blueprint-10k
Claim
An MCP server that provides deterministic finance tools for SEC filing analysis…
|
— | ||||||||
| 56231 |
stac2026
Claim
Personal AI infrastructure gateway orchestrating memory, workflow automation, k…
|
— | ||||||||
| 56232 |
mcp-notifications
Claim
Enables sending real-time and webhook notifications when AI agents complete tas…
|
— | ||||||||
| 56233 |
1trippulse
Claim
1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
|
— | ||||||||
| 56234 |
Tratto MCP Server
Claim
Lets AI tools send transactional emails, check status, and manage contacts thro…
|
— | ||||||||
| 56235 |
research-memory-mcp
Claim
An MCP server that provides controlled read/write tools for managing local-firs…
|
— | ||||||||
| 56236 |
space-feeds
Claim
Enables AI agents to access curated space and spaceflight RSS/Atom feeds via to…
|
— | ||||||||
| 56237 |
CenterPoint Connect
Claim
Manage properties, companies, employees, invoices, materials, and more from Cen…
|
— | ||||||||
| 56238 |
motherduck-mcp
Claim
Enables executing SQL queries on DuckDB databases locally or on MotherDuck clou…
|
— | ||||||||
| 56239 |
dead-letter
Claim
Convert .eml email exports to Markdown with YAML front matter
|
— | ||||||||
| 56240 |
|
— | ||||||||
| 56241 |
naija-faker-mcp
Claim
Enables AI assistants to generate fake Nigerian data including names, addresses…
|
— | ||||||||
| 56242 |
An MCP server for TestRail that prepares everything needed to generate test cas…
|
— | ||||||||
| 56243 |
Wireshark MCP Server
Claim
Bridges AI assistants with network packet analysis, enabling PCAP investigation…
|
— | ||||||||
| 56244 |
中国 AI 合规与备案(条文级自查)
Claim
生成式AI备案、AI生成内容标识、深度合成、算法备案:条文级问答 + 按条号取法规原文 + 应办清单(中文)
|
— | ||||||||
| 56245 |
thumbgate
Claim
|
— | ||||||||
| 56246 |
computer-use
Claim
Exposes Anthropic's computer-use action surface (screenshot, click, move, keybo…
|
— | ||||||||
| 56247 |
|
— | ||||||||
| 56248 |
MCP Knowledge Service
Claim
Enables semantic search and management of development knowledge including globa…
|
— | ||||||||
| 56249 |
mcp-server
Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
|
— | ||||||||
| 56250 |
agentichtmlexportqa-mcp
Claim
Paid remote MCP for agentic HTML export QA MCP, structured receipts, audit logs…
|
— | ||||||||