MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50751
Palapangpond
MCP server for assisting in SAP ABAP CDS Views development on Eclipse ADT. Prov…
— ○ ⏳ — — — — — —
50752
emokhtareg
A minimal MCP server that provides a single 'hello' tool returning 'Hello, worl…
— ○ ⏳ — — — — — —
50753
hoangvantuan
Enables AI agents to automate Facebook Page management including posting, comme…
— ○ ⏳ — — — — — —
50754
stevebrownlee
Integrates with a running Storybook instance to let AI-powered coding tools bro…
— ○ ⏳ — N/A N/A — — —
50755
vaheedsk36
An MCP server that designs multi-slide Instagram carousels as SVG, provides a l…
— ○ ⏳ — N/A N/A — — —
50756
sourcey
sourcey Claim
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static…
— ○ ⏳ — N/A N/A — — —
50757
perilevy
MCP server providing 29 tools across 5 layers for semantic TypeScript/JavaScrip…
— ○ ⏳ — N/A N/A — — —
50758
rapid
note_mcp Claim
— ○ ⏳ — N/A N/A — 95 —
50759
Amor216
db-mcp Claim
An MCP server that exposes the Deutsche Bahn public transport API to any MCP-co…
— ○ ⏳ — — — — — —
50760
arifszn
reminder-mcp Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
— ○ ⏳ — — — — — —
50761
pproenca
unifi-mcp Claim
MCP server that turns Claude into a UniFi network specialist. Manage devices, o…
— ○ ⏳ — N/A N/A — — —
50762
Yarrow-Cai
ProjectDoc Claim
Enables AI editors to collaboratively manage project documentation, including t…
— ○ ⏳ — N/A N/A — — —
50763
mimi1vx
openqa-mcp Claim
Enables interaction with openQA instances through the REST API, offering read t…
— ○ ⏳ — — — — — —
50764
FS-Yuao
Builds a semantic knowledge graph of C++ code and exposes 9 MCP tools for AI as…
— ○ ⏳ — N/A N/A — — —
50765
ashwani983
An MCP server providing infrastructure diagnostic tools including port checks, …
— ○ ⏳ — N/A N/A — — —
50766
nianshou555qiansui
A privacy-conscious MCP server that enables image analysis via Google Gemini wi…
— ○ ⏳ — N/A N/A — — —
50767
yunqi-zhilian
让支持 MCP 的 AI 客户端直接调用票据识别能力,包括银行回单、对账单、增值税发票等解析。
— ○ ⏳ — — — — — —
50768
barwojcik
legal_mcp Claim
Enables semantic search over Polish court judgments and legislative acts via MC…
— ○ ⏳ — N/A N/A — — —
50769
jmiedzinski
Enables Claude to explore and analyze remote Git repositories, providing struct…
— ○ ⏳ — — — — — —
50770
granolacowboy
A deterministic MCP server for legal intake triage that provides practice-area …
— ○ ⏳ — N/A N/A — — —
50771
SMOrchestra-ai
contabo-mcp Claim
Enables full operational control over Contabo VPS/VDS infrastructure through na…
— ○ ⏳ — — — — — —
50772
popand
aha-mcp Claim
MCP server for accessing and managing Aha! records, including features, require…
— ○ ⏳ — N/A N/A — — —
50773
kfuras
notipo-app Claim
WordPress publishing for AI agents. 13 tools to list, create, update, publish, …
— ○ ⏳ — — — — — —
50774
MaraBank
Enables Claude to connect to servers via SSH, execute commands, transfer files,…
— ○ ⏳ — N/A N/A — — —
50775
g4sk0
Mergen Claim
AI-Powered Red Team MCP Server enabling autonomous penetration testing via Mode…
— ○ ⏳ — N/A N/A — — —
50776
tluolamo
A simple MCP server demo providing 5 basic tools for time, calculations, string…
— ○ ⏳ — N/A N/A — — —
50777
scottmartinanderson
Enables AI-driven open-source intelligence investigations by exposing 30 tools …
— ○ ⏳ — N/A N/A — — —
50778
okkimus
An MCP server that provides tools to consult predefined or custom stakeholder p…
— ○ ⏳ — N/A N/A — — —
50779
jbmurphy
MCP VRBO Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
— ○ ⏳ — — — — 81 —
50780
LuisCarlosLopes
Local MCP server for semantic code search using Tree-sitter AST parsing, local …
— ○ ⏳ — N/A N/A — — —
50781
wafo210715
Enables text-only LLMs to see images on demand by integrating Qwen vision model…
— ○ ⏳ — N/A N/A — — —
50782
odirasamuel
Provides read-only access to sports data, odds intelligence, and historical sta…
— ○ ⏳ — — — — — —
50783
osjr13-oss
Connects Canvas LMS to Poke for proactive text reminders about upcoming assignm…
— ○ ⏳ — N/A N/A — — —
50784
mftnakrsu
Enables read-only interaction with JIRA instances via MCP, allowing searching i…
— ○ ⏳ — — — — — —
50785
trongtai1801
jira-mcp Claim
MCP server for fetching Jira issue data via the Jira API.
— ○ ⏳ — — — — — —
50786
faizbawa
Full SSH access for AI agents with secret-safe environment injection and automa…
— ○ ⏳ — N/A N/A — — —
50787
opestro
Provides tools for AI assistants to interact with a WooCommerce store, enabling…
— ○ ⏳ — — — — — —
50788
leancoderkavy
Enables AI assistants to fully control Adobe Premiere Pro through 269 tools acr…
— ○ ⏳ — — — — — —
50789
eric050828
Enables LLMs to programmatically control n8n via natural language for automated…
— ○ ⏳ — — — — — —
50790
wudongjie
MCP server that calculates work hours, overtime, and gross pay from clock in/ou…
— ○ ⏳ — N/A N/A — — —
50791
toolkit-ai
Enables interaction with Magnet (magnet.run) via MCP, requiring an API key. Sup…
— ○ ⏳ — — — — — —
50792
robotlearning123
openai-mcp Claim
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
— ○ ⏳ — N/A N/A — — —
50793
sachnaror
Enables simulating customer orders from a dummy restaurant menu and tracking th…
— ○ ⏳ — N/A N/A — — —
50794
toyball860721
Provides browser automation capabilities for AI assistants, enabling web naviga…
— ○ ⏳ — N/A N/A — — —
50795
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
— ○ ⏳ — — — — 81 —
50796
niknshinde
An MCP server for content creation that extracts video transcripts, scrapes web…
— ○ ⏳ — N/A N/A — — —
50797
pipeworx-io
mcp-hash Claim
Provides cryptographic hash and HMAC computation for text, supporting algorithm…
— ○ ⏳ — — — — — —
50798
pipeworx-io
mcp-sec-xbrl Claim
Wraps the SEC EDGAR XBRL API to query financial data from SEC filings via natur…
— ○ ⏳ — — — — — —
50799
Montana
mcp-travis Claim
Enables users to manage Travis CI builds, view logs, compare builds, and get in…
— ○ ⏳ — — — — — —
50800
lee-s-dev
Enables AI assistants to research YouTube videos by collecting captions, commen…
— ○ ⏳ — — — — — —
Showing 50751–50800 of 69199 servers