MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38951
KK9457
czxs5 Claim
N/A N/A 95
38952
udaykakade25
A Model Context Protocol implementation that bridges language models with Linke…
N/A N/A 95
38953
blokpardi
A deployable server on Cloudflare Workers that provides Model Context Protocol …
N/A N/A 95
38954
Isak-Landin
Docker MCP Claim
Enables remote Docker management over SSH via a local MCP server, providing too…
N/A N/A
38955
cooa3e
AI-powered crypto trading signals for 400+ pairs. Generate directional signals …
N/A N/A 95
38956
zeinab-sheikhi
Provides programmatic access to AlphaFold protein structure predictions and Uni…
38957
seanshin0214
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
N/A N/A 95
38958
kodey-ai
Run SOQL queries against your Salesforce org to explore and retrieve data. Quic…
N/A N/A 95
38959
mnemopay
Mnemopaysdk Claim
N/A N/A 95
38960 N/A N/A 95
38961
misaka2f07
clac Claim
N/A N/A 95
38962
rafaelkocurek-nvob
agentview Claim
# agentView Premium digital signage control plane for AI agents. Create and ma…
81
38963
blwfish
FreeCAD MCP Claim
Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more …
N/A N/A
38964
akhilthomas236
GitScribe Claim
GitScribe is an MCP server that enables intelligent web scraping of Git-based d…
38965
zemloai
Electricity optimization brain for AI agents and automation. Use Elecz whenever…
N/A N/A 95
38966
nooriedhingra
twoslides Claim
N/A N/A 95
38967
leegunwon9133
ttutori Claim
N/A N/A 95
38968
michaelsong4399
Myrcael Claim
A TypeScript framework for building MCP servers with features for client sessio…
81
38969
xiaoshi7915
A versatile MCP server that connects to multiple relational databases (MySQL, P…
N/A N/A
38970
Vellarasan
hevy-mcp Claim
A Model Context Protocol server that connects Claude to Hevy workout logs, enab…
38971
luca3
EVM Copilot Claim
Competitive intelligence for the EVM ecosystem. Search 18,000+ projects, 1,500+…
81
38972
root
Detect AI-generated images, videos, and audio with identifAI's deepfake detecti…
81
38973
SecurityRonin
Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…
38974
jlowin
FastMCP Claim
A high-level framework for building MCP servers in Python
N/A N/A 95
38975
jmagar
gotify-mcp Claim 2
MCP server for Gotify push notifications - send messages and manage apps/client…
N/A N/A 66
38976
Royalti-io
Drive a running Ikenga desktop app from MCP clients — DOM, click, type, navigat…
N/A N/A
38977
skyhook-io
radar Claim
The missing open source Kubernetes UI. Topology, event timeline, and service tr…
N/A N/A
38978
godson
godson_123 Claim
N/A N/A 95
38979
jiayuanliang0716
arbitova Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for autonomo…
81
38980
liuguoping1024
A lottery information query service for the Shanghai region that provides winni…
81
38981
dsbissett
MCP server for Office add-ins via WebView2/CDP. Provides excel.*, page.*, and a…
N/A N/A
38982
capyBearista
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
N/A N/A 75
38983
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
81
38984
data-mindset
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
81
38985
yutayamamoto
Formath MCP Claim
Enables extraction of mathematical content from TeX papers and conversion to Le…
N/A N/A 95
38986
RASON Claim 2
Build, solve, and analyze RASON optimization, simulation, data science, and dec…
N/A N/A 69
38987
lazymac2x
Cloudflare Workers MCP server: ai-prompt-optimizer
38988
pipeworx-io
Genius Claim
Genius MCP — songs, artists, annotations metadata
38989
jjeansilva
hashsign Claim
N/A N/A 95
38990
ravipesala
Exposes Spark History Server metrics and metadata as tools for LLM-based analys…
81
38991
EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + I…
N/A N/A 81
38992 N/A N/A 95
38993
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
38994
steven
bouldinsai Claim
N/A N/A 95
38995
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
81
38996
ShyaM-SqS
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
N/A N/A 95
38997
MCP-Mirror
Enables complete Slack integration through natural language in Cursor IDE, supp…
81
38998
estebanhiguitad
Enables interaction with Trello boards, lists, and cards using the Model Contex…
38999
axel-belfort
Solana DEX pool liquidity API for AI agents. Analyze pool depth across Raydium,…
81
39000
jkmills
Enables AI assistants to manage Nutanix infrastructure via Prism Central and Pr…
Showing 38951–39000 of 43365 servers
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