MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59451
zephyrpersonal
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
59452
trustrails
Search and compare 26,000+ UK electronics products across multiple retailers i…
81
59453
makkoncept
Enables analysis of FitNotes workout data through an LLM, providing insights on…
N/A N/A
59454
anisayari
Provides YouTube video search, comment analysis, AI-powered text tools, and con…
59455
Benestar
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
59456
jukkan
xrm-mcp Claim
A minimal MCP server that gives AI coding agents clean read and write access to…
59457
kenji200056
Provides a no-op 'think' tool that enables Claude to decompose complex problems…
N/A N/A
59458
MiguelAPerez
locus-mcp Claim
MCP server for Locus, a local semantic dataspace manager powered by Ollama. It …
N/A N/A
59459
mylxsw
Enables AI assistants to create, read, update, delete, and list memos via the M…
59460
zahhar
Zefix MCP Claim
Enables AI assistants to search the Swiss Central Business Name Index (Zefix) f…
59461
NIHARDUGADE
A data governance agent that audits PostgreSQL databases through controlled MCP…
N/A N/A
59462
fthsrbst
ai-hub Claim
A self-hosted server providing shared memory, RAG document search, project maps…
59463
DerechoVirtual
MCP server for vpbx.me virtual PBX, enabling assistants to access telephony fea…
59464
cybaea
An advanced MCP server that provides an agentic interface to Google's Gemini 3.…
59465
Merchantlee99
cert-study Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
N/A N/A
59466
McCullonas
MCP server for querying French railway services (SNCF) via the Navitia API, ena…
59467
kira4094
Enables Claude Code to analyze images using Zhipu AI's GLM-5V-Turbo vision mode…
59468
Tam1379
High-performance server that simplifies access to the USPTO Final Petition Deci…
59469
zankkas
loom-go Claim
A thinking assistant MCP server that helps you reason through problems using st…
N/A N/A
59470
yuplin2333
MCP Long Context Reader is a Python-based toolkit designed to overcome the cont…
N/A N/A
59471
pulltrader
Compare what a trading-card seller keeps across eBay, Pulltrader, and other car…
67
59472
ZilingXie
MCP client for AgentRelay, enabling local Codex agents to communicate with an A…
59473
eggyShrimp
Enables browsers to act as MCP servers by relaying tools, resources, and prompt…
59474
taherkaraki
MCP server for the Tenable Identity Exposure API, providing 131 tools for compl…
59475
Lumina-AI-studio
A production-ready MCP server template with OAuth 2.1, RBAC, and audit logging …
59476
huangzesen
NASA CDAWeb data access for heliophysics — browse observatories, inspect parame…
N/A N/A
59477
SwamiRama
MCP server for SolidTime — the open-source time tracking app. Enables start/sto…
59478
yksanjo
Enables AI agents to generate dynamic game background music by analyzing game s…
59479
panxingfeng
基于MCP技术,实现微信聊天记录获取和消息发送的自动化操作,支持获取指定日期的聊天记录、向单个或多个好友发送消息。
N/A N/A
59480
gate
A local MCP server for handling X402 payment-protected HTTP endpoints, offering…
59481
dashboardbase
Validate Dashboardbase widget endpoint responses and setup files against the li…
N/A N/A
59482
Zuga-luga
MCP Sentinel Claim
Runtime call-chain anomaly monitor for MCP servers that detects emergent attack…
59483
sjgant80-hub
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
59484
uptimepage
uptimepage Claim
MCP server for Uptimepage uptime monitoring. An LLM client can read your monito…
59485
imohuan
交互式MCP服务器,通过可视化界面收集项目需求,自动生成Spec Kit 7条命令,专为Cursor编辑器优化。
N/A N/A
59486
mrgoonie
Connects AI assistants to SEO APIs for backlinks analysis, keyword research, an…
59487
capybarist
acquis Claim
Verified EU law: verbatim, signed provisions with EUR-Lex links. Read-only, not…
59488
smartdatabrokers
Slideforge Claim
Generate consulting-quality PowerPoint slides via AI. Real .pptx files, not web…
81
59489
kpfitzgerald
Enables AI applications to interact with Instagram Business accounts programmat…
N/A N/A
59490
gustavorobertux
Provides time-aware greetings in multiple languages and timezones, with persona…
N/A N/A
59491
nikolaymokh-dev
Read-only MCP server for Yandex Metrika analytics, enabling report retrieval vi…
59492
neosun100
kokoro-tts Claim
Enables AI agents to generate high-quality speech with 54+ voices in multiple l…
59493
Akarda
A proxy server that intercepts and filters content-heavy responses from chrome-…
N/A N/A
59494
1425sd
spine-mcp Claim
Local MCP server for automating Spine projects via the official CLI, enabling A…
N/A N/A
59495
jules-tnk
Provides tools for AI assistants to interact with the Hedera blockchain, enabli…
59496
AriOliv
Enables Claude Code sessions to communicate with each other, allowing discovery…
N/A N/A
59497
AaLexUser
mcp-wait Claim
Provides a wait tool for AI agents to pause execution until a time duration ela…
N/A N/A
59498
NeelContractor
Enables users to add, list, and summarize expenses, and exposes expense categor…
N/A N/A
59499
yowmamasita
Enables AI assistants to send prompts to and receive responses from the ChatGPT…
N/A N/A
59500
vsdawkins-creator
Let any MCP client issue and verify EU AI Act Article 50 transparency receipts …
Showing 59451–59500 of 66484 servers