MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18401
SeshatLabs
Real-time prediction market intelligence for AI agents. Query Polymarket and Ka…
D 40 4⁄4 ◎ ⏳ 36 0 — 47 81 —
18402
subbu3012
Enables interaction with Kogna's multi-agent AI avatar system, allowing users t…
D 40 5⁄5 ◎ ⏳ 48 31 0 39 82 —
18403
growgeltsolutions
Hecher CRM Claim
Hecher CRM for Chabad shluchim — donors, donations, activities, and reports acr…
D 40 5⁄5 ◎ ⏳ 50 10 0 59 81 —
18404
liuliang520530
Taoke MCP ⚡ Claim
Enables affiliate marketing and product promotion across Taobao, JD.com, and Pi…
D 40 5⁄5 ◎ ⏳ 50 11 0 60 81 —
18405
Createya-ai
100+ AI models: FLUX, Sora, Veo, Kling, Runway, Suno. OAuth or Bearer. No VPN. …
D 40 5⁄5 ◎ ⏳ 52 10 0 59 81 —
18406
qionf
Moltjiji Claim
An agent-to-agent marketplace where AI agents discover, hire, and pay each othe…
D 40 5⁄5 ◎ ⏳ 56 17 0 46 80 —
18407
avrecum
A minimal FastMCP server template for Render deployment with streamable HTTP tr…
D 40 5⁄5 ◎ ⏳ 60 32 0 19 81 —
18408
CaullenOmdahl
Provide instant access to SvelteKit and Tailwind CSS documentation along with r…
D 40 5⁄5 ◎ ⏳ 60 10 0 38 84 —
18409
websfactory
BeauticsLab Claim
Search Korean cosmetics from Olive Young, Daiso, Naver, Coupang, 11st with EWG …
D 40 5⁄5 ◎ ⏳ 66 10 0 37 81 —
18410
Mokksh-bhatt
A starter template for creating MCP servers compatible with Puch AI, featuring …
D 40 5⁄5 ◎ ⏳ 42 38 0 39 81 —
18411
rnwy
Check if an AI agent is trustworthy. Sybil detection, signed attestations, 150,…
D 40 4⁄4 ◎ ⏳ 48 0 — 23 81 —
18412
Perufitlife
multi-scraper-mcp ⚡ Claim 1
14 web scrapers as MCP tools: Reddit, Amazon, Google Maps, Yelp, YouTube, Indee…
D 40 5⁄5 ◎ ⏳ 78 0 0 29 81 —
18413
do-droid
seoul-essentials ⚡ Claim
22,000+ Seoul public facility data for tourists: restrooms, pharmacies, WiFi, A…
D 40 5⁄5 ◎ ⏳ 60 10 0 30 90 —
18414
AstravueOrg
Astravue MCP Claim
Manage projects, tasks, time tracking, and team collaboration through natural l…
D 40 5⁄5 ◎ ⏳ 58 10 0 52 81 —
18415
coderifts
API governance for AI agents. Detects breaking changes, scores blast radius, bl…
D 40 4⁄4 ◎ ⏳ 50 0 — 23 81 —
18416
promplate
hmr Claim
Hot Module Reload (HMR) for Python with reactive programming and MCP tools
D 40 5⁄5 ◎ ⏳ 42 37 0 49 76 —
18417
aiqbee
aiqbee ⚡ Claim
Connect AI assistants to your Aiqbee brains via the Model Context Protocol. Se…
D 40 5⁄5 ◎ ⏳ 64 10 0 42 81 —
18418
OctoEverywhere
mcp Claim
A 3D printer MCP server that allows for getting live printer state, webcam snap…
D 40 4⁄4 ◎ ⏳ 44 0 — 33 81 —
18419
handaas
Provides comprehensive data insights into enterprise operations, including comp…
D 40 5⁄5 ◎ ⏳ 56 37 0 18 81 —
18420
formester
mcp ⚡ Claim
Give AI agents access to form submissions — read, search, update, and process f…
D 40 5⁄5 ◎ ⏳ 52 10 0 58 81 —
18421
airweave-ai
Airweave Search Claim 1
MCP server for searching Airweave collections with natural language queries.
F 39 5⁄5 ◎ ⏳ 35 10 0 86 75 —
18422
DannyWongIsAvailable
Provides real-time stock market data and analysis from Chinese markets through …
F 39 5⁄5 ◎ ⏳ 42 23 0 52 81 —
18423
CDataSoftware
Azure DevOps MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18424
aneduaim
Untap Claim
UK refunds inside your AI assistant: train delays, flights, TfL, parking. Made …
F 39 5⁄5 ◎ ⏳ 58 10 0 41 81 —
18425
sumup
SumUp MCP Server ⚡ Claim
Enables natural language interactions with SumUp payment services and APIs, all…
F 39 5⁄5 ◎ ⏳ 48 10 0 58 81 —
18426
CDataSoftware
Apache Hadoop Hive MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18427
nirholas
three.ws Claim
Open-source 3D AI agent framework — GLB/glTF avatars with LLM brains, memory, e…
F 39 5⁄5 ◎ ⏳ 60 0 0 50 81 —
18428
CDataSoftware
Workday MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18429
CDataSoftware
Microsoft Dataverse MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18430
CDataSoftware
Monday .com MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18431
CDataSoftware
Facebook Ads MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18432
ag2-mcp-servers
An MCP server that enables interaction with Google's Cloud Healthcare API, allo…
F 39 5⁄5 ◎ ⏳ 45 40 0 21 83 —
18433
CDataSoftware
Azure Data Lake Storage MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18434
vtlk
exposes a remote MCP endpoint so agents can: run strategy backtests by symbol/…
F 39 4⁄4 ◎ ⏳ 48 0 — 21 81 —
18435
bradzw0917
MCP Gateway ⚡ Claim
A proxy service that connects Claude Code to Alibaba Cloud International OpenAP…
F 39 4⁄4 ◎ ⏳ 42 0 — 30 81 —
18436
CDataSoftware
MailChimp MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18437
CDataSoftware
Dynamics CRM MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18438
CDataSoftware
Confluence MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18439
AratoAi
mcpmock Claim
https://mcpmock.ai/ docs and samples.
F 39 4⁄4 ◎ ⏳ 44 0 N/A 25 81 —
18440
Xquik-dev
128 REST operations. 120 MCP routes; 119 JSON/text ops. OAuth 2.1. Not affiliat…
F 39 5⁄5 ◎ ⏳ 58 10 0 40 81 —
18441
CDataSoftware
Greenplum MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18442
OjasKord
Check if a task runs locally vs cloud. Save money on calls that don't need clou…
F 39 5⁄5 ◎ ⏳ 78 0 0 40 69 —
18443
CDataSoftware
Azure Table MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18444
CDataSoftware
Xero MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18445
CDataSoftware
LinkedIn MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18446
CDataSoftware
Salesforce Pardot MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18447
CDataSoftware
Azure Analysis Services MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18448
CDataSoftware
MongoDB MCP Server by CData
F 39 5⁄3 ◎ ⏳ 58 0 0 34 95 —
18449
civicteam
mcp-gateway Claim
Identity, authorization, audit trails, and revocable permissions for AI agents …
F 39 5⁄5 ◎ ⏳ 58 10 0 43 81 —
18450
kapoost
Personal MCP server for humans who create. Proof of authorship, license control.
F 39 5⁄5 ◎ ⏳ 72 0 0 31 81 —
Showing 18401–18450 of 69199 servers
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