MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67551
alejandro-ao
A step-by-step guide and complete working example for building and running an M…
— ○ ⏳ — N/A N/A — — —
67552
shahidh68
Tamper-evident audit logging for AI decisions. Three tools (record_decision, ve…
— ○ ⏳ — — — — — —
67553
Malaccamaxgit
Integrates WhatsApp with AI agents, enabling message sending, chat search, medi…
— ○ ⏳ — N/A N/A — — —
67554
marcin-sucharski
Exposes Swagger/OpenAPI-defined APIs through the Model Context Protocol, making…
— ○ ⏳ — — — — — —
67555
EloiBiesek
n8n-mcpmcp3 Claim
— ○ ⏳ — N/A N/A — 95 —
67556
agtmwebtoon
autocad-mcp Claim
Enables LLMs like Claude to create and edit AutoCAD drawings via natural langua…
— ○ ⏳ — N/A N/A — — —
67557
Dwsy
MCP server providing feedback-oriented development workflows with a Web UI and …
— ○ ⏳ — — — — — —
67558
feedthrough
feedthrough Claim
In-browser debug bridge that injects into your running web app, so an agent can…
— ○ ⏳ — N/A N/A — — —
67559
Gigaclank
rs3005p-mcp Claim
An MCP server that lets AI agents control an RS PRO RS-3005P/RS-6005P programma…
— ○ ⏳ — N/A N/A — — —
67560
m0n0x41d
Haft Claim
Haft is an MCP server that enforces engineering discipline for AI-assisted soft…
— ○ ⏳ — N/A N/A — — —
67561
8ux-co
Connect your AI assistant to Eel Zap CMS to create collections, manage content,…
— ○ ⏳ — — — — — —
67562
golden-horizon
Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calcul…
— ○ ⏳ — N/A N/A — 95 —
67563
poplores
MCP server that allows searching a local notes directory and retrieving live CP…
— ○ ⏳ — N/A N/A — — —
67564
AIWerk
Wise Personal API: profiles, balances, multi-currency rates, transfers, recipie…
— ○ ⏳ — N/A N/A — — —
67565
efekucuk
Enables interaction with the Etherlink blockchain, including balance checks, tr…
— ○ ⏳ — — — — — —
67566
kogecoo
mcp-tanita Claim
Read-only MCP server for Tanita Health Planet measurements, providing tools for…
— ○ ⏳ — — — — — —
67567
DevvGwardo
A hybrid MCP server that proxies Pencil's native design tools and adds utilitie…
— ○ ⏳ — N/A N/A — — —
67568
Yukie8848-bit
A sample MCP project enabling AI to interact with external tools via WebSocket …
— ○ ⏳ — — — — — —
67569
olartgabo
mcpUPB Claim
MCP server that turns UPB Virtual (Moodle) into a structured knowledge source, …
— ○ ⏳ — — — — — —
67570
desarrollo032
Enables AI-powered interaction with Airtable bases, supporting CRUD operations,…
— ○ ⏳ — — — — — —
67571
Bjern
jw-org-mcp Claim
An MCP server that provides controlled, verifiable access to official jw.org co…
— ○ ⏳ — — — — — —
67572
madarco
Enables checking domain availability and registration prices across multiple TL…
— ○ ⏳ — — — — — —
67573
rayss868
TermSSH MCP Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
— ○ ⏳ — — — — — —
67574
benedikt-mh4x
AI cover letter generation for agents. 5 composable tools that analyze job post…
— ○ ⏳ — — — — 81 —
67575
cocodedk
Enables AI assistants to create and manage Microsoft Planner tasks, including c…
— ○ ⏳ — N/A N/A — — —
67576
SierraCharlie56
Serveur MCP exposant 4 ESP32-CAM d'atelier à Claude Code, permettant de lister …
— ○ ⏳ — N/A N/A — — —
67577
Baptiste4321
Enables AI agents to convert Markdown into styled Word (.docx) documents, with …
— ○ ⏳ — N/A N/A — — —
67578
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
— ○ ⏳ — N/A N/A — 95 —
67579
skuzadev
WpfPilot MCP Claim
MCP server for AI agents to automate Windows WPF apps with semantic UI Automati…
— ○ ⏳ — N/A N/A — — —
67580
microsoft
The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities…
— ○ ⏳ — N/A N/A — — —
67581
hy20191108
Access millions of academic papers from Semantic Scholar using the Model Contex…
— ○ ⏳ — — — — — —
67582
Casius999
A zero-data MCP server for LLM fine-tuning, providing 64 tools across 10 dimens…
— ○ ⏳ — — — — — —
67583
datakoot
CVE lookups (NVD) and dependency-manifest audits (OSV) for AI agents. No API ke…
— ○ ⏳ — — — — — —
67584
luiso2
Enables AI assistants to interact with Google Sheets via natural language, supp…
— ○ ⏳ — — — — — —
67585
hotwired-sh
hotwired-mcp Claim
MCP server for Hotwired multi-agent workflow orchestration, enabling AI agents …
— ○ ⏳ — N/A N/A — — —
67586
Adam-Camp-King
Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through…
— ○ ⏳ — N/A N/A — 95 —
67587
TyrelCB
Enables audio source separation into vocals and instruments using ComfyUI MelBa…
— ○ ⏳ — N/A N/A — — —
67588
bartolli
kmd Claim
MCP server for structured markdown knowledge vaults that provides validation, F…
— ○ ⏳ — N/A N/A — — —
67589
Theycallmeholla
MCP server enabling AI assistants to explore schema.org types, generate JSON-LD…
— ○ ⏳ — N/A N/A — — —
67590
verzth
Wraps the n8n self-hosted REST API to let Claude and MCP-compatible LLMs manage…
— ○ ⏳ — N/A N/A — — —
67591
hasecon
A self-hosted MCP server that provides up-to-date documentation for enterprise …
— ○ ⏳ — N/A N/A — — —
67592
86755crj
n8n Claim
— ○ ⏳ — N/A N/A — 95 —
67593
agustedire542
unityxclaude Claim
A local MCP server for Unity Editor that provides 20 editor tools to control sc…
— ○ ⏳ — N/A N/A — — —
67594 — ○ ⏳ — N/A N/A — 95 —
67595
greg0r1
Enables Claude Desktop to manage your LinkedIn profile and company pages, inclu…
— ○ ⏳ — N/A N/A — — —
67596
mcph Claim 1
mcp.hosting — one install, all your MCP servers, managed from the cloud
— ○ — N/A N/A — 81 —
67597
HeBeiaa
MCP server deployed on EdgeOne Pages, providing a Streamable HTTP MCP server fo…
— ○ ⏳ — — — — — —
67598
benzalglez
gymtracker Claim
Universal MCP server for Gymtracker that enables AI coding agents to read and w…
— ○ ⏳ — — — — — —
67599
amazing1102
doubao-tools Claim
一个MCP视觉分析工具,将本地图片交给豆包视觉模型分析,帮助Claude Code和DeepSeek理解截图内容。
— ○ ⏳ — N/A N/A — — —
67600
jdalethoughtbox
thoughts Claim
An MCP server that provides read access to your cloud storage providers, bank a…
— ○ ⏳ — — — — — —
Showing 67551–67600 of 68965 servers