MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55451
ejsinfuego
A local MCP server for AI assistants to store and retrieve personal memories on…
— ○ ⏳ — N/A N/A — — —
55452
lennney
Free multi-source search for AI agents with multi-source verification, token sa…
— ○ ⏳ — — — — — —
55453
PHUICMT
sarup Claim
Enables context compression for Claude Code with Thai language support, reducin…
— ○ ⏳ — N/A N/A — — —
55454
voyagi
Enables natural language queries, CRUD operations, and analytics on a PostgreSQ…
— ○ ⏳ — N/A N/A — — —
55455
Sahib-Sawhney-WH
Provides a secure gateway to the Dynamics 365 F\&O OData API, enabling LLMs and…
— ○ ⏳ — — — — — —
55456
davenicoll
Enables AI-powered management of Google Keep notes, including search, create, u…
— ○ ⏳ — — — — — —
55457
SindaBNO
eu-filings Claim
Access European company data and financial filings from multiple sources includ…
— ○ ⏳ — — — — — —
55458
koosty
yacy-mcp Claim
Enables AI applications to perform web searches using a YaCy search engine inst…
— ○ ⏳ — — — — — —
55459
vivekjne
Deploy a remote MCP server on Cloudflare Workers without authentication. Enable…
— ○ ⏳ — N/A N/A — — —
55460
msr2903
MCP server to search Mercari Japan listings with query, price range, and exclud…
— ○ ⏳ — — — — — —
55461
ChrisArrington
Connects Claude to your Yahoo Fantasy Baseball team, enabling lineup management…
— ○ ⏳ — N/A N/A — — —
55462
dsoziev1
MCP server that provides access to Auth0 Management API v2, offering read-only …
— ○ ⏳ — — — — — —
55463
binaryFlow
Enables MCP clients to list, view details of, and update Microsoft Planner task…
— ○ ⏳ — N/A N/A — — —
55464 — ○ ⏳ — N/A N/A — 95 —
55465
subhubapps
lasso Claim
Run your OneLasso partnership program from your AI assistant: leads, partners, …
— ○ ⏳ — — — — — —
55466
Streamize-llc
htmlbook Claim
Publish AI-generated HTML & Markdown to a hosted, shareable URL via MCP.
— ○ ⏳ — — — — — —
55467
sobby23
AVA Claim
MCP server for recruiting pipeline that evaluates resumes against job descripti…
— ○ ⏳ — N/A N/A — — —
55468
megaumnick
Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
— ○ ⏳ — — — — — —
55469
sahilgoswami0901indiamart
A minimal MCP server that provides weather data using Open-Meteo API, designed …
— ○ ⏳ — — — — — —
55470
cluesang
Controls a MyCobot280 robot arm through MCP tools, allowing joint angle manipul…
— ○ ⏳ — N/A N/A — — —
55471
koen
adpage Claim
— ○ ⏳ — N/A N/A — 95 —
55472
anilreddykota
Bridges AI coding assistants with website codebases, local git repositories, an…
— ○ ⏳ — N/A N/A — — —
55473
joepangallo
Track AI agent fleet performance, costs, anomalies, and trends.
— ○ ⏳ — N/A N/A — 95 —
55474
philipvanlewis
Enables to manage Plane CE projects, issues, pages, modules, cycles, and more v…
— ○ ⏳ — — — — — —
55475
SaltfishSheep
Enables AI agents to search Minecraft obfuscated name mappings (class, method, …
— ○ ⏳ — N/A N/A — — —
55476
akashdeep01
Provides intelligent guidance for EMR cluster management, configuration recomme…
— ○ ⏳ — — — — — —
55477
jkitchin
fairchem-mcp Claim
An interactive MCP server for FAIRChem and ASE simulations that allows LLM agen…
— ○ ⏳ — N/A N/A — — —
55478
ageorg06
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
55479
jagalliers
appd-mcp Claim
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to q…
— ○ ⏳ — N/A N/A — — —
55480
davidmosiah
ouramcp Claim 1
Privacy-first, unofficial Oura MCP server for AI health, sleep, activity and he…
— ○ ⏳ — N/A N/A — 75 —
55481
LBD-mocha
munyeona-mcp Claim
야간·휴일에 문 연 병원, 약국, 응급실 후보를 찾고 전화 확인 문구, 카카오맵 링크, 방문 체크리스트까지 만드는 상용 지향 MCP 서버입니다…
— ○ ⏳ — N/A N/A — — —
55482
vespo92
A Node.js MCP server that connects AI assistants to SolidWorks for CAD automati…
— ○ ⏳ — N/A N/A — 95 —
55483
Cloud2BR-MSFTLearningHub
Deploys a Model Context Protocol (MCP) server on Azure with industry-specific t…
— ○ ⏳ — — — — — —
55484
oktopeak
mycase-mcp Claim
Connect Claude to MyCase: cases, contacts, documents, tasks, calendar, calls, t…
— ○ ⏳ — N/A N/A — — —
55485
MarioDeFelipe
Production-ready MCP server that enables AI assistants to seamlessly interact w…
— ○ ⏳ — — — — — —
55486
amitrechavia
TypeScript MCP server that enables AI agents to manage LangSmith traces, prompt…
— ○ ⏳ — — — — — —
55487
oaslananka
Production-grade Model Context Protocol server for Google NotebookLM that lets …
— ○ ⏳ — — — — — —
55488
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
— ○ ⏳ — N/A N/A — 95 —
55489
Semondora
A foundation for building interactive applications using the Model Context Prot…
— ○ ⏳ — N/A N/A — 95 —
55490
camcarre
hevymcp2 Claim
— ○ ⏳ — N/A N/A — 95 —
55491
CaseMark
Enables progressive discovery and management of FHIR healthcare resources throu…
— ○ ⏳ — — — — 81 —
55492
jcafazzo
A comprehensive MCP server that bridges AI applications with FHIR healthcare da…
— ○ ⏳ — — — — — —
55493
wesleyribeirobarbosa
Enables AI agents to interact with IoT device data from a smart city, including…
— ○ ⏳ — N/A N/A — — —
55494
Sofias-ai
A lightweight MCP server that enables integration with Microsoft SharePoint, al…
— ○ ⏳ — — — — 81 —
55495
IamFreak10
mcpv3e Claim
A simple MCP server with hello and echo tools, built using the MCPize framework.
— ○ ⏳ — — — — — —
55496
RetrogradeLabs
Search peer-reviewed papers and research methodology guidance from your AI agen…
— ○ ⏳ — — — — — —
55497 — ○ ⏳ — N/A N/A — 95 —
55498
RobertDWhite
pages-mcp Claim
Enables uploading and serving static websites via MCP tools, with automatic pat…
— ○ ⏳ — — — — — —
55499
dKosarevsky
Model Context Protocol server for discovering transforms, validating augmentati…
— ○ ⏳ — N/A N/A — — —
55500
yolo-maxi
Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
— ○ ⏳ — N/A N/A — 95 —
Showing 55451–55500 of 69135 servers