MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32001
makkoncept
Enables analysis of FitNotes workout data through an LLM, providing insights on…
N/A N/A
32002
thebrierfox
The Stall Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
32003
kenji200056
Provides a no-op 'think' tool that enables Claude to decompose complex problems…
N/A N/A
32004
MiguelAPerez
locus-mcp Claim
MCP server for Locus, a local semantic dataspace manager powered by Ollama. It …
N/A N/A
32005
Benestar
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
32006
anisayari
Provides YouTube video search, comment analysis, AI-powered text tools, and con…
32007
mylxsw
Enables AI assistants to create, read, update, delete, and list memos via the M…
32008
zahhar
Zefix MCP Claim
Enables AI assistants to search the Swiss Central Business Name Index (Zefix) f…
32009
fthsrbst
ai-hub Claim
A self-hosted server providing shared memory, RAG document search, project maps…
32010
NIHARDUGADE
A data governance agent that audits PostgreSQL databases through controlled MCP…
N/A N/A
32011
kira4094
Enables Claude Code to analyze images using Zhipu AI's GLM-5V-Turbo vision mode…
32012
zankkas
loom-go Claim
A thinking assistant MCP server that helps you reason through problems using st…
N/A N/A
32013
Merchantlee99
cert-study Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
N/A N/A
32014
McCullonas
MCP server for querying French railway services (SNCF) via the Navitia API, ena…
32015
Tam1379
High-performance server that simplifies access to the USPTO Final Petition Deci…
32016
yuplin2333
MCP Long Context Reader is a Python-based toolkit designed to overcome the cont…
N/A N/A
32017
geraservicesuk
E-commerce marketplace: search products, order, track shipments. 50+ countries.
N/A N/A 95
32018
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
32019
ZilingXie
MCP client for AgentRelay, enabling local Codex agents to communicate with an A…
32020
Lumina-AI-studio
A production-ready MCP server template with OAuth 2.1, RBAC, and audit logging …
32021
eggyShrimp
Enables browsers to act as MCP servers by relaying tools, resources, and prompt…
32022
SwamiRama
MCP server for SolidTime — the open-source time tracking app. Enables start/sto…
32023
yksanjo
Enables AI agents to generate dynamic game background music by analyzing game s…
32024
gate
A local MCP server for handling X402 payment-protected HTTP endpoints, offering…
32025
huangzesen
NASA CDAWeb data access for heliophysics — browse observatories, inspect parame…
N/A N/A
32026
lucavisconti211-debug
heu-mcp Claim
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
N/A N/A
32027
uptimepage
uptimepage Claim
MCP server for Uptimepage uptime monitoring. An LLM client can read your monito…
32028
jesse-c
MCP server for Linear that allows creating issues, adding comments, and listing…
81
32029
Zuga-luga
MCP Sentinel Claim
Runtime call-chain anomaly monitor for MCP servers that detects emergent attack…
32030
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
32031
sjgant80-hub
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
32032
mrgoonie
Connects AI assistants to SEO APIs for backlinks analysis, keyword research, an…
32033
kpfitzgerald
Enables AI applications to interact with Instagram Business accounts programmat…
N/A N/A
32034
gustavorobertux
Provides time-aware greetings in multiple languages and timezones, with persona…
N/A N/A
32035
nikolaymokh-dev
Read-only MCP server for Yandex Metrika analytics, enabling report retrieval vi…
32036
1425sd
spine-mcp Claim
Local MCP server for automating Spine projects via the official CLI, enabling A…
N/A N/A
32037
NeelContractor
Enables users to add, list, and summarize expenses, and exposes expense categor…
N/A N/A
32038
mateogon
Enables agents to search and download books from LibGen and Z-Library via MCP t…
N/A N/A
32039
AriOliv
Enables Claude Code sessions to communicate with each other, allowing discovery…
N/A N/A
32040
vsdawkins-creator
Let any MCP client issue and verify EU AI Act Article 50 transparency receipts …
32041
doazvjettu
Static-analyzes Python code for lookahead bias and data leakage, preventing inv…
N/A N/A
32042
neosun100
kokoro-tts Claim
Enables AI agents to generate high-quality speech with 54+ voices in multiple l…
32043
Akarda
A proxy server that intercepts and filters content-heavy responses from chrome-…
N/A N/A
32044
jules-tnk
Provides tools for AI assistants to interact with the Hedera blockchain, enabli…
32045
AaLexUser
mcp-wait Claim
Provides a wait tool for AI agents to pause execution until a time duration ela…
N/A N/A
32046
KewkLW
MCP server for YouTube channel deep analytics, extracting transcripts and compu…
N/A N/A
32047
yowmamasita
Enables AI assistants to send prompts to and receive responses from the ChatGPT…
N/A N/A
32048
hvkshetry
Enables interaction with InvenTree inventory management system, providing tools…
32049
ceaksan
Local knowledge engine for codebases with hybrid search, knowledge graph, and i…
N/A N/A
32050
pipeworx-io
Provides access to the FBI National Stolen Art File (free, no auth) for queryin…
Showing 32001–32050 of 66549 servers
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