MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23551
purple-flea
Purple Flea Wallet Claim
Non-custodial HD wallet API for AI agents. Generate wallets on 6 chains (ETH, B…
D 54 34 48 30 81
23552
scott-sowers
Provides tools to generate SVG vector graphics from text prompts and convert ra…
D 54 34 48 30 81
23553
aooiuu
ttrss-mcp Claim 1
An MCP server that enables AI assistants to manage Tiny Tiny RSS feeds, includi…
D 53 34 45 31 81
23554
Sales analytics, ML forecasting, customer segmentation, and trend analysis.
D 53 25 39 67
23555
gengzi
mcp\_command-line\_tool
D 53 34 36 45 81
23556
ghc189
Enables voice cloning and speech synthesis through Alibaba Cloud's Bailian and …
D 53 34 48 25 81
23557
alexalexalex222
Petamind MCP Claim
Enables agentic coding workflows in Claude Code through a multi-candidate patch…
D 53 34 40 39 81
23558
martynrees
Enables network management through Cisco Catalyst Center, providing tools for m…
D 53 34 48 25 81
23559
bbalakriz
Figma MCP Server Claim
Enables integration with Figma through the Model Context Protocol, allowing use…
D 52 34 42 29 81
23560
Aditya24023022
A lightweight TypeScript-based MCP server that demonstrates how to build custom…
D 52 34 36 42 81
23561
arttttt
kernel-build-mcp Claim 1
An MCP server designed for remote Linux kernel cross-compilation over Tailscale…
D 52 34 45 27 81
23562
lofibrainwav
BANANA-MCP Claim
An All-in-One Model Context Protocol Server Package that integrates 14 MCP serv…
D 52 34 48 19 81
23563
minio
Official MCP server for AIStor
D 52 34 50 16 81
23564
radiateb2b
mcp-linkedinads Claim
Analyse your LinkedIn Ads performance. Compare to benchmarks and get optimisati…
D 52 34 54 12 81
23565
FloB95
QRcodly Claim
Create, manage, and share QR codes and short URLs
D 52 45 56 0 78 81
23566
rootio-avr
root Claim
MCP server that provides container image vulnerability scanning and remediation…
D 51 34 36 31 86
23567
endorhq
cli Claim
Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached…
D 51 34 48 17 81
23568
econ-watch
Exposes provider-specific tools and relays HTTP requests to configured provider…
D 51 34 42 27 81
23569
brianxiadong
A Spring AI MCP-based service for retrieving ONES Waiki content and converting …
D 51 34 50 14 81
23570
Siddharth-Basale
An MCP server that diagnoses GitHub Actions workflow failures and automatically…
D 51 34 41 28 81
23571
W-Abel-jia
YAPI MCP Server Claim 2
An MCP server for the YAPI interface management platform that enables users to …
D 51 34 39 30 81
23572
anhtuanluu
A FastMCP-based server designed for the banking and fintech domains, providing …
D 51 34 42 25 81
23573
SuryaNangunuri31
A FastAPI-based server that enables executing SQL queries, managing database co…
D 51 34 42 25 81
23574
gleanwork
Remote MCP Server that securely connects Glean Enterprise Knowledge with your I…
D 50 45 52 0 73 81
23575
abstracta
This project implements a customizable MCP server to execute RTE protocol. The…
D 50 34 36 33 81
23576
euclidtools
Euclid Claim
AI agents hallucinate math. Euclid fixes that. Connect once and give your agent…
D 50 34 42 24 81
23577
CloudMediaServices
Supabase MCP Server Claim 1
Enables AI assistants to perform CRUD operations on Supabase databases through …
D 49 34 42 18 81
23578
Deep-Identity-Inc
agent-skill Claim 1
An MCP Server that provides identity verification and anti-fraud tools for AI a…
D 49 34 29 41 81
23579
tymonTe
SaaS database MCP
D 49 34 44 13 81
23580
centminmod
Bridges Google's Gemini CLI with MCP-compatible clients and integrates OpenRout…
D 48 34 36 25 81
23581
solution9th
visitbeijing Claim
visitbeijing
D 48 34 42 16 81
23582
copilot-mcp Claim 2
MCP server for web development with Khoros, Gainsight, and HigherLogic integrat…
D 48 25 28 67
23583
sapientpants
A Model Context Protocol (MCP) server that integrates with SonarQube to provide…
D 48 34 26 39 81
23584
lawgenesis
缔零法则MCP是基于LLM和RAG技术搭建的实现完全替代人力的全自动化风险识别的内容安全审查平台,致力于通过代理AI技术减少人力成本,高效高精度为用户提供分钟…
D 48 34 32 30 81
23585
vbhasker
weaviate-mcp Claim 2
An MCP server and document upload API designed for RAG workflows with Weaviate …
D 48 34 33 30 81
23586
alexcz-a11y
A minimal Model Context Protocol server template demonstrating basic implementa…
D 48 23 N/A 0 95
23587
fluidattacks
fluidattacks-mcp Claim
fluidattacks-mcp
D 47 34 40 12 81
23588
elemzir
KTA-Oracle Claim
KTA-Oracle gives AI agents and developers real-time access to Keeta Network dat…
D 46 45 54 0 49 81
23589
Search 13.7M+ USPTO trademarks. Clearance, phonetic matching, TTAB stats, analy…
D 46 25 24 67
23590
caliper
caliper Claim
Caliper is an MCP server that accepts 3D geometry files and returns structured …
D 45 24 10 81
23591
found402
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
D 45 24 10 81
23592
promptsterhq
Promptster Claim
Test and compare prompts across any AI provider. Bring your own keys.
D 45 24 10 81
23593
rlhf-loop
ThumbGate Claim
MCP Memory Gateway captures explicit structured feedback from AI coding agents,…
D 45 24 10 81
23594
gsyu-mcp-server
反洗钱名单检索,在线检索反洗钱特殊预防措施名单。产品整合了联合国安理会制裁名单数据源,覆盖个人、实体、国家三类风险名单,提供快速、精准的洗钱风险筛查能力。 使…
D 45 24 10 81
23595
shopgraph
ShopGraph Claim
AI shopping agents need structured product data to compare prices, check availa…
D 45 24 10 81
23596
authproof
Authproof Claim 1
MCP server for agent authentication, signed API requests, API key replacement, …
D 45 24 10 81
23597 D 45 24 10 81
23598
mcphero
# MCPHero Meta-MCP Let your agent build its own tools. MCPHero Meta-MCP expose…
D 45 24 10 81
23599 D 45 24 10 81
23600
pictify
pictify-mcp Claim
Generate images, GIFs, and PDFs using AI agents. Pictify offers 31 tools acros…
D 45 24 10 81
Showing 23551–23600 of 33379 servers
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