MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29310
Scored
2098
Verified
16952
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35601
jiayuanliang0716
arbitova Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for autonomo…
81
35602
liuguoping1024
A lottery information query service for the Shanghai region that provides winni…
81
35603
capyBearista
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
N/A N/A 75
35604
fahadBSTech
Provide seamless integration with Clockify's time tracking API through a compre…
N/A N/A 95
35605
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
81
35606
data-mindset
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
81
35607
yutayamamoto
Formath MCP Claim
Enables extraction of mathematical content from TeX papers and conversion to Le…
N/A N/A 95
35608
RASON Claim 2
Build, solve, and analyze RASON optimization, simulation, data science, and dec…
N/A N/A 69
35609
lazymac2x
Cloudflare Workers MCP server: ai-prompt-optimizer
35610
wonderwhy-er
Execute terminal commands and manage files with diff editing capabilities. Codi…
N/A N/A 95
35611
jjeansilva
hashsign Claim
N/A N/A 95
35612
kazokus
Discover and compare Kazokus — the community platform with zero transaction fee…
81
35613
vennio
Programmable time infrastructure — scheduling and availability tools for AI age…
81
35614
ravipesala
Exposes Spark History Server metrics and metadata as tools for LLM-based analys…
81
35615 N/A N/A 95
35616
MarsHeer
Register and manage internet domains for AI agents via AgentDomain
N/A N/A
35617
steven
bouldinsai Claim
N/A N/A 95
35618
xiaobenyang-com
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。
N/A N/A 95
35619
dtjohnson83
dot Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
N/A N/A 95
35620 N/A N/A 95
35621
eliottreich
Post/fund GitHub bug bounties, enable Autopilot, solve bounties, check coverage…
N/A N/A
35622
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
81
35623
mssql-writer Claim 2
MCP server for Microsoft SQL Server — read and data write operations, no DDL
N/A N/A 81
35624
Bigred97
ausdata-mcp Claim
28 tools over 9 AU gov data sources (ABS, RBA, ATO, APRA, AIHW, ASIC, AEMO, BOM…
N/A N/A
35625 N/A N/A 95
35626
Ap0c123
WAHA MCP Claim
A self-hosted MCP server that connects AI clients to WhatsApp via the WAHA HTTP…
N/A N/A 95
35627
econ-watch
Enables AI assistants to interact with the Vercel REST API to manage projects, …
81
35628 N/A N/A 95
35629
BuildPulseLLC
BuildPulse CI test analytics for AI agents — flaky tests, coverage, and CI run …
35630
mbrown1837
Enables comprehensive WordPress and Elementor management through 60 powerful to…
81
35631
MCP-Mirror
Enables interaction with blockchain chains through a note storage system that a…
N/A N/A 95
35632
trypeggy
Enables searching and analyzing Facebook's public ads library to see what compa…
81
35633
solmon2011
Enables AI agents to integrate with Guardrails to check user values, make align…
81
35634
m.tavallaeinejad
bkjlkjkljlk Claim
N/A N/A 95
35635
edithatogo
OSF CLI Go Claim
Read-only MCP tools for authenticated Open Science Framework projects and files.
N/A N/A
35636
sivabhogela88
A production-ready server that enables AI assistants like Claude Desktop to sea…
N/A N/A 95
35637
buoooou
SupaUI MCP Claim
Automatically generate a variety of UI components to improve development effici…
N/A N/A 95
35638
emergentphysicslab
WaveGuard Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
81
35639
clado-ai
Clado Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
N/A N/A 95
35640
hobiecunningham
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
81
35641
steiza
Enables asking natural language questions about OpenSSF Scorecard security asse…
35642
Maxteabag
A utility that helps diagnose and fix GitHub Actions workflow failures by analy…
81
35643
nausika-app
Nausika Claim
Mediterranean marine, nautical, sailing: forecasts, tides, sea routes, anchorag…
35644
pixxelboy
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
81
35645 N/A N/A 95
35646
kirandk
vsf123 Claim
N/A N/A 95
35647
LarryLemonBot
Preflight checks for paid x402 and MCP tools before marketplace listing.
35648
marek
kjjjj Claim
N/A N/A 95
35649
olasupoolalekanazeez222
agrictech-ai Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
N/A N/A 95
35650
A lightweight MCP server for Stata.
N/A N/A 81
Showing 35601–35650 of 41393 servers
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