MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66551
SolutionAVAutomation
Enables natural language control of Crestron 4-Series AV systems via MCP tools,…
— ○ ⏳ — — — — — —
66552
mcpslim
serena-slim Claim
Token-optimized Serena MCP server for AI assistants, reduces context usage by 5…
— ○ ⏳ — N/A N/A — — —
66553
z-illia
Enables automation of Hoppscotch team collections, including OpenAPI sync, code…
— ○ ⏳ — — — — — —
66554
jonelgithub
Enables AI assistants to interact with Investec banking accounts, transactions,…
— ○ ⏳ — — — — 81 —
66555
yukkie
gh-mcp Claim
A thin MCP server wrapping GitHub CLI body operations to avoid shell escaping i…
— ○ ⏳ — N/A N/A — — —
66556
janschmiedgen
MCP server for the Mural visual collaboration platform enabling board content e…
— ○ ⏳ — N/A N/A — — —
66557
loonghao
A Model Context Protocol server for querying PyPI package information, dependen…
— ○ ⏳ — — — — — —
66558
drewrukin
dtrack-mcp Claim
MCP server that connects Claude to Dependency-Track for natural language vulner…
— ○ ⏳ — — — — — —
66559
cyanheads
Passive external attack-surface mapping: CT subdomains, DNS, TLS, HTTP posture,…
— ○ ⏳ — N/A N/A — — —
66560 — ○ ⏳ — N/A N/A — 95 —
66561
pipeworx-io
mcp-deezer Claim
Enables searching and retrieving metadata from Deezer's public catalog includin…
— ○ ⏳ — — — — — —
66562
jeele-bot
让AI agent雇佣人类完成物理世界的任务,如参加会议、跑腿等。
— ○ ⏳ — — — — — —
66563
digital-mountaineers
gtfs-pro-mcp Claim
MCP server that provides tools for querying live transit data (stops, departure…
— ○ ⏳ — — — — — —
66564
izzy0101010101
Enables management of penetration testing reports and vulnerabilities through a…
— ○ ⏳ — — — — 81 —
66565
hupeng9995
browser-mcp Claim
A powerful MCP server for UI designers and developers to extract, analyze, and …
— ○ ⏳ — N/A N/A — — —
66566
engramo-developer
EngrAmo Claim
Create and study EngrAmo spaced-repetition flashcards from your AI client.
— ○ ⏳ — — — — — —
66567
delta-and-beta
mcp-airtable Claim
Enables AI assistants to perform complete CRUD operations on Airtable bases, ta…
— ○ ⏳ — — — — — —
66568
ainishanov
ticktick-mcp Claim
An MCP server that connects AI assistants to TickTick, enabling project and tas…
— ○ ⏳ — — — — — —
66569
sdrpsps
towngas-mcp Claim
MCP server for querying Towngas account data, including bills, readings, and bo…
— ○ ⏳ — — — — — —
66570
AI-Directory-Partners
Search a catalog of 2,000+ AI tools, compare them, find alternatives, and check…
— ○ ⏳ — — — — — —
66571
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
— ○ ⏳ — N/A N/A — — —
66572
skalerlabs
mcp Claim
Your org's AI agents, tasks, runs, search, and brain files as MCP tools and res…
— ○ ⏳ — — — — — —
66573
CMSCardOS
Enables AI assistants to issue and manage virtual cards, check balances, pull t…
— ○ ⏳ — — — — — —
66574
NimbleBrainInc
Search and resolve MCP server packages on the mpak registry, enabling agents to…
— ○ ⏳ — — — — — —
66575
shakiltousif
Analyze and score HTTP security headers (CSP, HSTS, CORS, cookies) with actiona…
— ○ ⏳ — N/A N/A — — —
66576
deinai
SKILL-02 (not SKILL-01): AI influencer search on TikTok, Instagram & YouTube. s…
— ○ ⏳ — — — — — —
66577
kcaitech
A server based on Model Context Protocol that processes and parses design files…
— ○ ⏳ — N/A N/A — 95 —
66578
M4F-S
Mnemosyne Claim
Provides persistent, graph-based memory for AI agents via MCP, enabling semanti…
— ○ ⏳ — N/A N/A — — —
66579
bdentech
ChiefLab Claim
Open execution contract for agents doing business work. 6 operators, one MIT-li…
— ○ ⏳ — — — — — —
66580
makimoto
Chess MCP Claim 1
A Model Context Protocol server that enables LLM agents and humans to play ches…
— ○ ⏳ — N/A N/A — 95 —
66581
microbotdata-dev
Enables AI-assisted creation, optimization, and management of PineScript tradin…
— ○ ⏳ — N/A N/A — — —
66582
alexbouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
— ○ ⏳ — — — — — —
66583
RayNCooper
Unofficial read-only client for the mein-aldi.de (ALDI Süd) grocery-delivery ca…
— ○ ⏳ — N/A N/A — — —
66584
microsoft
Azure DevOps (ADO) ✓ Claim
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to…
— ○ ⏳ — — — — — —
66585
Noves-Inc
canton-mcp Claim
Query Canton Network balances, rewards, transactions, prices, and identity from…
— ○ ⏳ — N/A N/A — — —
66586
wontaeJeong
A test MCP server that validates gateway connectivity, identity propagation, an…
— ○ ⏳ — — — — — —
66587
pym2282
Engineering memory for Claude Code — prevents re-investigating solved problems …
— ○ ⏳ — N/A N/A — — —
66588
cyanheads
Get live scores, schedules, standings, team and player data for NFL, NBA, MLB, …
— ○ ⏳ — N/A N/A — — —
66589
keepingtrack
dejavu Claim
AI agent skills marketplace — token-efficient skill search & execution
— ○ ⏳ — — — — — —
66590
krasnoperov
Make Effects Claim
Generate reproducible image, video, and audio assets with leading models and yo…
— ○ ⏳ — — — — — —
66591
Sendbyte-Africa
Enables AI agents to send emails and manage sending domains, templates, analyti…
— ○ ⏳ — N/A N/A — 95 —
66592
abhishek-Kumawa
Enables AI agents to manage Salesforce leads and permission sets via the MCP pr…
— ○ ⏳ — — — — — —
66593
anthonybruno
Signal MCP Claim
Provides live integrations with GitHub, Spotify, and blog RSS feeds to power a …
— ○ ⏳ — — — — — —
66594
Surya07102000
Enables note management (create, read, update, delete, list) through MCP, with …
— ○ ⏳ — — — — — —
66595
LaishGlenberg
Exposes Firebase emulator data (Firestore, Auth, Realtime Database, and logs) t…
— ○ ⏳ — N/A N/A — — —
66596
Crankhead
Multi-datasource MCP server that connects AI assistants to 6 database types (My…
— ○ ⏳ — N/A N/A — — —
66597
F43nris
An MCP server for searching Sparkasse bank branches and ATMs by location, with …
— ○ ⏳ — — — — — —
66598
Poulouloup
An MCP server that orchestrates multiple devices (mobile, desktop, laptop) via …
— ○ ⏳ — N/A N/A — — —
66599
capitalthought
Pet travel docs + border readiness. Keyless: look up entry rules + sign up. Key…
— ○ ⏳ — — — — — —
66600
pipeworx-io
mcp-pvgis Claim
Enables querying PVGIS solar radiation and typical meteorological year data thr…
— ○ ⏳ — — — — — —
Showing 66551–66600 of 68965 servers