MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37601
guibrazlima
MCP server for EmonCMS energy monitoring API, enabling AI assistants to query e…
N/A N/A
37602
gildara-io
mcp-server Claim
Operating contracts for AI agents. Structured instructions compiled into system…
N/A N/A 83
37603
hsiangjenli
A DevOps-friendly template for building MCP servers with CI/CD, Docker support,…
81
37604
duvoai
Duvo MCP Claim
Governed retail, FMCG, and CPG operational tools: runs, cases, approvals, audit…
37605
CDCStream
captapi Claim
Social media data from YouTube, TikTok, Instagram & Facebook. 62 tools, one API…
37606
coddy-project
coddy-agent Claim
Open-source distroless harness coding agent in Go. Works with any IDE via ACP a…
N/A N/A
37607
Umarfarook1
A BigQuery MCP server with mandatory cost guardrails that dry-run every query b…
37608
closermethod
EMEA sales + employment compliance for AI agents across 7 countries (UK, German…
N/A N/A
37609
CSOAI-ORG
hipaa-compliance-mcp MCP server by MEOK AI Labs
N/A N/A
37610
averatec0773
beatos Claim
Local-first beat library for music producers. MCP server (Claude Code / Claude …
N/A N/A
37611
renewly-dev
Renewly Claim
Read contracts, track renewals, surface vendor leverage, and draft cancellation…
37612
Limzen
shadowprice Claim
Inject real-time leaked B2B SaaS pricing, historical discounts, and aggressive …
37613
CSOAI-ORG
pomodoro-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37614
schachan
An MCP server that enables AI assistants to query databases, execute SQL, and m…
37615
facusada
A Python MCP server that authenticates with SAP BTP, reads Destination Service …
37616
derekslinz
Query 76 open data APIs — government, science, finance, environment, and more.
N/A N/A
37617 N/A N/A 95
37618
SOevHTRZ
Provide a basic MCP server implementation for testing purposes. Enable interact…
N/A N/A 95
37619
lordbasilaiassistant-sudo
Read-only MCP server for the THRYX onchain portfolio (14 contracts on Base main…
N/A N/A
37620
kallusuvaidyam
Connects Claude AI to any development project (Django, Next.js, Laravel, etc.) …
37621
TerminallyLazy
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
37622
rsutana
rocks-db Claim
Enables executing SQL queries (SELECT, INSERT, UPDATE, DELETE) and database int…
N/A N/A
37623
AiAgentKarl
Enables autonomous research by integrating multiple free sources including web …
N/A N/A
37624
WenNinghan
MCP server for generating and editing images using EFLOWCODE's Responses API. S…
N/A N/A
37625
joaoh82
rustunnel Claim
Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP serv…
N/A N/A
37626
Souvikns
AsyncAPI-MCP Claim
An MCP server that gives AI assistants access to the AsyncAPI specification - s…
37627
senseiBas
Enables AI assistants to search, read, and append content to notes in an Obsidi…
N/A N/A
37628
universal-mcp
A standardized interface for interacting with AWS S3 tools and services through…
37629 N/A N/A 95
37630
charlieellington
Enables AI agents to manage routes on the Design Canvas infinite canvas app, in…
N/A N/A
37631
thClaws
thClaws Claim
Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp fr…
N/A N/A
37632
crosmos-labs
MCP server for the Crosmos memory layer, enabling semantic, keyword, and graph …
37633
lzx1413
An MCP server that provides agentic code review powered by OpenAI-compatible mo…
N/A N/A
37634
theYahia
vnpay-mcp Claim
MCP server for VNPay payment gateway (Vietnam). Supports payment URL generation…
37635
whybelab
testyb2 Claim
N/A N/A 95
37636
lensesio
AI agent skills for building, operating and troubleshooting Apache Kafka applic…
N/A N/A
37637
Kaelio
ktx Claim
ktx is an MCP server that provides agents with accurate warehouse querying by s…
N/A N/A
37638
unifapi-agent
skills Claim
AI agent skills for UnifAPI MCP and public-data workflows
N/A N/A
37639
ChronoAIProject
Ornn Claim
Your all-in-one skills-as-a-service platform to manage your skills, auto-genera…
N/A N/A
37640
axnet
swap Claim
Axnet Solana (x402 Execution Gateway) By integrating Axnet, your AI agent gain…
81
37641
pnmcguire480
Cairntir Claim
A local-first, open-source memory system for Claude Code that eliminates cross-…
N/A N/A
37642
josephibra
Security firewall for AI agents — scans MCP calls for injection, secrets, and r…
37643
ShunsukeHayashi
Enables AI-driven orchestration of GitHub development workflows including autom…
81
37644
mhnavid
Enables AI-powered research by breaking a topic into subtopics, gathering infor…
N/A N/A
37645
skroes
whisper-mcp Claim
MCP server that provides a transcribe_audio tool to convert voice messages from…
N/A N/A
37646
shashaankreddy
Provides documentation lookup and search capabilities for FiveM development, in…
81
37647
0x-Professor
Analyzes website UIs using Playwright and provides precise CSS/HTML fix instruc…
N/A N/A
37648
Next2D
MCP server for Next2D application development that generates code following MVV…
N/A N/A
37649
ProductOfAmerica
MCP servers for KiCad schematic, PCB, symbol, footprint, and project automation…
N/A N/A
37650
cameronrye
Enables LLMs to interact with the AT Protocol ecosystem, including Bluesky, thr…
Showing 37601–37650 of 43459 servers
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