MCP Server Quality Scores
Independent quality analysis of 41393 public MCP servers
Last updated 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35601 |
arbitova
Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for
autonomo…
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| 35602 |
SWLC MCP Server
Claim
A lottery information query service for the Shanghai region that provides winni…
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| 35603 |
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
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| 35604 |
Provide seamless integration with Clockify's time tracking API through a compre…
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| 35605 |
Balladic
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Work data synthesizer and project tracking platform seeking to close the gap be…
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| 35606 |
QuickChart MCP Server
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Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
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| 35607 |
Formath MCP
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Enables extraction of mathematical content from TeX papers and conversion to Le…
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| 35608 |
Build, solve, and analyze RASON optimization, simulation, data science, and dec…
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| 35609 |
ai-prompt-optimizer
Claim
Cloudflare Workers MCP server: ai-prompt-optimizer
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| 35610 |
Desktop Commander
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Execute terminal commands and manage files with diff editing capabilities. Codi…
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| 35611 |
hashsign
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| 35612 |
Discover and compare Kazokus — the community platform with zero transaction fee…
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| 35613 |
Vennio Scheduling
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Programmable time infrastructure — scheduling and availability tools for AI age…
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| 35614 |
Spark History MCP Server
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Exposes Spark History Server metrics and metadata as tools for LLM-based analys…
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| 35615 |
mcp-open-library
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| 35616 |
agentdomain-mcp
Claim
Register and manage internet domains for AI agents via AgentDomain
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| 35617 |
bouldinsai
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| 35618 |
review-code
Claim
生成统一的代码评审提示,覆盖整体、单文件与差异审查场景。解析审查文本中的总分,输出标准化评分。帮助团队规范评审流程、提升代码质量与一致性。
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| 35619 |
dot
Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
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| 35620 | — | |||||||||
| 35621 |
taskbounty-mcp-server
Claim
Post/fund GitHub bug bounties, enable Autopilot, solve bounties, check coverage…
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| 35622 |
SiteScore MCP Server
Claim
Provides comprehensive website auditing for SEO, performance, accessibility, an…
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| 35623 |
MCP server for Microsoft SQL Server — read and data write operations, no DDL
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| 35624 |
ausdata-mcp
Claim
28 tools over 9 AU gov data sources (ABS, RBA, ATO, APRA, AIHW, ASIC, AEMO, BOM…
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| 35625 |
scrapegraph-mcp-testing
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| 35626 |
WAHA MCP
Claim
A self-hosted MCP server that connects AI clients to WhatsApp via the WAHA HTTP…
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| 35627 |
Vercel MCP Relay Server
Claim
Enables AI assistants to interact with the Vercel REST API to manage projects, …
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| 35628 |
vite-react-teimplate
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| 35629 |
buildpulse-mcp
Claim
BuildPulse CI test analytics for AI agents — flaky tests, coverage, and CI run …
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| 35630 |
Ultimate Elementor MCP
Claim
Enables comprehensive WordPress and Elementor management through 60 powerful to…
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| 35631 |
Beeper MCP Server
Claim
Enables interaction with blockchain chains through a note storage system that a…
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| 35632 |
Enables searching and analyzing Facebook's public ads library to see what compa…
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| 35633 |
Guardrails MCP Server
Claim
Enables AI agents to integrate with Guardrails to check user values, make align…
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| 35634 |
bkjlkjkljlk
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| 35635 |
OSF CLI Go
Claim
Read-only MCP tools for authenticated Open Science Framework projects and files.
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| 35636 |
ERPNext MCP Server
Claim
A production-ready server that enables AI assistants like Claude Desktop to sea…
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| 35637 |
SupaUI MCP
Claim
Automatically generate a variety of UI components to improve development effici…
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| 35638 |
WaveGuard
Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
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| 35639 |
Clado
Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
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| 35640 |
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
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| 35641 |
scorecard_mcp
Claim
Enables asking natural language questions about OpenSSF Scorecard security asse…
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| 35642 |
A utility that helps diagnose and fix GitHub Actions workflow failures by analy…
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| 35643 |
Nausika
Claim
Mediterranean marine, nautical, sailing: forecasts, tides, sea routes, anchorag…
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| 35644 |
IRCAM Amplify MCP Server
Claim
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
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| 35645 |
oura-mcp-server1
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| 35646 |
vsf123
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| 35647 |
Preflight checks for paid x402 and MCP tools before marketplace listing.
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| 35648 |
kjjjj
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| 35649 |
agrictech-ai
Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
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| 35650 |
A lightweight MCP server for Stata.
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