MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68701
afshari-maryam
salaxy-mcp Claim
Exposes Finnish payroll (palkanlaskenta) API as MCP tools for calculating salar…
— ○ ⏳ — N/A N/A — — —
68702
obinnanwachukwu1
MCP server for the Codex Security Cloud service, enabling agents to list, inspe…
— ○ ⏳ — N/A N/A — — —
68703
iammaksudul
Enables deploying sites, managing databases, and troubleshooting deployments on…
— ○ ⏳ — — — — — —
68704
databyjp
Enables semantic search of Weaviate documentation using vector search, providin…
— ○ ⏳ — N/A N/A — — —
68705
mustafagoksever
Decompiles Maven dependencies into readable Java source directly inside your AI…
— ○ ⏳ — N/A N/A — — —
68706
adamoutler
Enables AI assistants to securely search and retrieve information from a user's…
— ○ ⏳ — N/A N/A — — —
68707
Zman504
Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold …
— ○ ⏳ — — — — — —
68708
ano-kuhanathan
eurostat-mcp Claim
A Model Context Protocol (MCP) server that provides tools to query Eurostat API…
— ○ ⏳ — N/A N/A — — —
68709
PkLavc
mcp-brasil Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
— ○ ⏳ — — — — 81 —
68710
secdim
mcp Claim
Personalised developer security learning pathways from SecDim's challenges and …
— ○ ⏳ — — — — — —
68711
sgateway
A local stdio MCP server that enables coding agents to discover credential hand…
— ○ ⏳ — N/A N/A — — —
68712
elasistentepepe
Your own closet in your AI: outfits from clothes you own, rendered on a model i…
— ○ ⏳ — — — — — —
68713
AllRates-Today
Live FX + official central-bank rates, 110+ sources. Hosted, keyless, nothing t…
— ○ ⏳ — — — — — —
68714
drew-keever
mcp Claim
Search and vet SEC-registered financial advisors: profiles, disclosures, firm f…
— ○ ⏳ — — — — 95 —
68715
sonjong980304-tech
Automatically selects comparable peer companies for unlisted valuation targets …
— ○ ⏳ — — — — — —
68716
wujie272
Enables AI agents to directly control Android devices via Termux, providing 120…
— ○ ⏳ — N/A N/A — — —
68717
prmbr42-bot
Enables AI agents to read and write Smartsheet data, with support for remote HT…
— ○ ⏳ — — — — — —
68718
ygtec
cut.skill Claim
Enables AI agents to control video editing software (剪映/CapCut and Adobe Premie…
— ○ ⏳ — N/A N/A — — —
68719
geekjourneyx
Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
— ○ ⏳ — N/A N/A — — —
68720
PsChina
Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI. DeepSeek gets …
— ○ ⏳ — N/A N/A — — —
68721
rwestergren
Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.
— ○ ⏳ — N/A N/A — — —
68722
BigSweetPotatoStudio
一个基于 MCP 协议的 Electron 桌面终端应用,为 AI 助手提供安全的远程 shell 执行能力。
— ○ ⏳ — N/A N/A — — —
68723
onchaintel
Introducing PQS: The Fastest Way to Get Better Output From Any AI Model. Score …
— ○ ⏳ — — — — 81 —
68724
liuxiaotong
DataCheck Claim
Multi-dimensional data quality validation and statistical anomaly detection for…
— ○ ⏳ — N/A N/A — — —
68725
rafiqul713
Enables semantic search over personal files using natural language, with option…
— ○ ⏳ — N/A N/A — — —
68726
solnera
MCP Gateway Claim
A Home Assistant custom integration that provides standalone MCP server endpoin…
— ○ ⏳ — N/A N/A — — —
68727
Reculi
mcp server for weather information query
— ○ ⏳ — N/A N/A — 95 —
68728
shivamsharmxa
Connects Claude.ai to your local Obsidian vault for full CRUD access, search, a…
— ○ ⏳ — N/A N/A — — —
68729
World-999-Labs
proof-layer Claim
Signed, hash-chained provenance receipts for AI agent actions.
— ○ ⏳ — N/A N/A — — —
68730
evan-follis-u0ll
preflight Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
— ○ ⏳ — — — — 81 —
68731
dwin-gharibi
A self-hostable MCP server that exposes Roshan AI's Alefba OCR service as tools…
— ○ ⏳ — — — — — —
68732
henryspatialanalysis
Close API Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
— ○ ⏳ — — — — — —
68733
Checkmarx
checkmarx Claim
Official Checkmarx MCP Server
— ○ ⏳ — — — — — —
68734
bpzx
A Model Context Protocol server for web scraping and searching, with automatic …
— ○ ⏳ — — — — — —
68735
xyy277
doc77 Claim
A local document management agent with MCP tools for file operations, previewin…
— ○ ⏳ — N/A N/A — — —
68736
kaminocorp
MCP server for long-term agent memory, providing persistent memory, searchable …
— ○ ⏳ — — — — — —
68737
JaiminBrahmbhatt
MCP server to scan for open Global Entry / NEXUS appointment slots and get noti…
— ○ ⏳ — N/A N/A — — —
68738
ayushagrawal288
memex Claim
Production-grade persistent memory service for AI agents. Semantic search with …
— ○ ⏳ — N/A N/A — — —
68739
dongood
An MCP server that provides utility tools for markdown processing, including AD…
— ○ ⏳ — N/A N/A — — —
68740
GabrielAmz
WebAnatomy Claim
Help your AI improve landing pages, grounded in 3,500+ scored sections and 500 …
— ○ ⏳ — — — — — —
68741
Srclight Claim 1
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
— ○ — N/A N/A — 81 —
68742
pascalorg
Create, inspect, validate, and save editable 3D building scenes with Pascal's M…
— ○ ⏳ — — — — — —
68743
BlackBoxEngineering
Neutral MCP server for AgentEnvelope authority: sovereign verify + vault verify…
— ○ ⏳ — N/A N/A — — —
68744
ovo-hue
weather-mcp Claim
轻量天气MCP服务器,让Claude通过get_weather工具查询城市实时天气,无需API密钥。
— ○ ⏳ — N/A N/A — — —
68745
MCP-TOOLS-EDGE
Converts oversized JSON arrays into a compact toon-style textual representation…
— ○ ⏳ — — — — — —
68746
wisesky0
gitlab-mcp Claim
Enables natural language interactions with GitLab via Claude Code, supporting M…
— ○ ⏳ — N/A N/A — — —
68747
radish2951
Provides the current time in ISO format with day of week for any IANA timezone,…
— ○ ⏳ — — — — — —
68748
MCP-Mirror
Enables querying financial data tables from Chinese financial websites (Tonghua…
— ○ ⏳ — N/A N/A — 95 —
68749
raviraj-ntp
MongoDB MCP Claim
Feature-rich MCP server for MongoDB with multi-connection support, enabling use…
— ○ ⏳ — N/A N/A — — —
68750
darkspotted-olivercromwell160
Builds SCORM 2004 compliant e-learning courses locally with automated packaging…
— ○ ⏳ — N/A N/A — 95 —
Showing 68701–68750 of 68948 servers