MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18401
BACH-AI-Tools
Enables AI-powered search and analysis of Google data through the Perplexity2 A…
D 40 55 50 20 0 48 81
18402
evansims
OpenFGA MCP Claim
An experimental Model Context Protocol server that enables Large Language Model…
D 40 55 58 0 0 62 81
18403
mjherich
Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly e…
D 40 53 58 7 0 35 95
18404
OctoEverywhere
mcp Claim
A 3D printer MCP server that allows for getting live printer state, webcam snap…
D 40 44 44 0 33 81
18405
handaas
Provides comprehensive data insights into enterprise operations, including comp…
D 40 55 56 37 0 18 81
18406
coderifts
API governance for AI agents. Detects breaking changes, scores blast radius, bl…
D 40 44 50 0 23 81
18407
avrecum
A minimal FastMCP server template for Render deployment with streamable HTTP tr…
D 40 55 60 32 0 19 81
18408
jaymiller-cmg
Hawaii mortgage & VA loan expertise for Honolulu. 2026 loan limits, condo rules…
D 40 55 72 0 0 37 81
18409
liuliang520530
Taoke MCP Claim
Enables affiliate marketing and product promotion across Taobao, JD.com, and Pi…
D 40 55 50 11 0 60 81
18410
BACH-AI-Tools
Enables generation of customizable QR codes through the API Ninjas service, sup…
D 40 55 50 23 0 45 81
18411
mlamoure
A Model Context Protocol server that enables AI assistants like Claude to inter…
D 40 55 41 33 0 48 81
18412
promplate
hmr Claim
Hot Module Reload (HMR) for Python with reactive programming and MCP tools
D 40 55 42 37 0 49 76
18413
Perufitlife
multi-scraper-mcp Claim 1
14 web scrapers as MCP tools: Reddit, Amazon, Google Maps, Yelp, YouTube, Indee…
D 40 55 78 0 0 29 81
18414
subbu3012
Enables interaction with Kogna's multi-agent AI avatar system, allowing users t…
D 40 55 48 31 0 39 82
18415
websfactory
BeauticsLab Claim
Search Korean cosmetics from Olive Young, Daiso, Naver, Coupang, 11st with EWG …
D 40 55 66 10 0 37 81
18416
do-droid
seoul-essentials Claim
22,000+ Seoul public facility data for tourists: restrooms, pharmacies, WiFi, A…
D 40 55 60 10 0 30 90
18417
rnwy
Check if an AI agent is trustworthy. Sybil detection, signed attestations, 150,…
D 40 44 48 0 23 81
18418
DheerajGavhane
Provides mock financial data including bank transactions, credit reports, and E…
D 40 55 48 41 0 21 81
18419
dbugom
TenderAI Claim 1
An MCP server that automates government and enterprise tender workflows, includ…
D 40 55 49 40 0 25 82
18420
brivvyHQ
Brivvy MCP Claim
Brivvy MCP (OAuth): on-brand AI content, voice rules, templates, glossary.
D 40 55 58 10 0 46 81
18421
CDataSoftware
MongoDB MCP Server by CData
F 39 53 58 0 0 34 95
18422
nirholas
three.ws Claim
Open-source 3D AI agent framework — GLB/glTF avatars with LLM brains, memory, e…
F 39 55 60 0 0 50 81
18423
CDataSoftware
Elasticsearch MCP Server by CData
F 39 53 58 0 0 34 95
18424
superdocsapp
superdocs Claim
Edit, draft, summarize, export styled .docx/PDF/HTML/MD/RTF via 21 MCP tools + …
F 39 55 58 10 0 43 81
18425
dschwartzAI
An externally deployable server designed to be hosted on Vercel that can be cal…
F 39 55 48 38 0 21 81
18426
aneduaim
Untap Claim
UK refunds inside your AI assistant: train delays, flights, TfL, parking. Made …
F 39 55 58 10 0 41 81
18427 F 39 44 40 0 36 81
18428
CDataSoftware
Azure Table MCP Server by CData
F 39 53 58 0 0 34 95
18429
BACH-AI-Tools
Enables detection of AI-generated content from ChatGPT, GPT-4, and Gemini model…
F 39 55 50 17 0 45 81
18430
sumup
SumUp MCP Server Claim
Enables natural language interactions with SumUp payment services and APIs, all…
F 39 55 48 10 0 58 81
18431
ag2-mcp-servers
An MCP server that enables interaction with Google's Cloud Healthcare API, allo…
F 39 55 45 40 0 21 83
18432
JakubAnderwald
Drafto Claim
Create, read, search, and organize your Drafto notes and notebooks.
F 39 55 56 0 0 59 81
18433
OjasKord
Check if a task runs locally vs cloud. Save money on calls that don't need clou…
F 39 55 78 0 0 40 69
18434
CDataSoftware
Workday MCP Server by CData
F 39 53 58 0 0 34 95
18435
vtlk
exposes a remote MCP endpoint so agents can: run strategy backtests by symbol/…
F 39 44 48 0 21 81
18436
civicteam
mcp-gateway Claim
Identity, authorization, audit trails, and revocable permissions for AI agents …
F 39 55 58 10 0 43 81
18437
CDataSoftware
Monday .com MCP Server by CData
F 39 53 58 0 0 34 95
18438
CDataSoftware
SAP Business One MCP Server by CData
F 39 53 58 0 0 34 95
18439
dregon03
490+ economic & demographic indicators for 218 countries from IMF, World Bank, …
F 39 55 72 0 0 33 81
18440
jdguggs10
Read-only fantasy analysis for ESPN, Yahoo, and Sleeper leagues via MCP
F 39 55 50 10 0 53 82
18441
CDataSoftware
Xero MCP Server by CData
F 39 53 58 0 0 34 95
18442
CDataSoftware
This read-only MCP Server allows you to connect to OneNote data from Claude Des…
F 39 53 58 0 0 34 95
18443
CDataSoftware
Trello MCP Server by CData
F 39 53 58 0 0 34 95
18444
CDataSoftware
Splunk MCP Server by CData
F 39 53 58 0 0 34 95
18445
CDataSoftware
SAP HANA MCP Server by CData
F 39 53 58 0 0 34 95
18446
CDataSoftware
CockroachDB MCP Server by CData
F 39 53 58 0 0 34 95
18447
motecloud
Cloud-hosted MCP server for durable AI memory
F 39 55 54 0 0 61 81
18448
CDataSoftware
Marketo MCP Server by CData
F 39 53 58 0 0 34 95
18449
CDataSoftware
Salesforce Marketing MCP Server by CData
F 39 53 58 0 0 34 95
18450
meacheal-ai
mrc-data Claim
China's apparel supply chain data for AI agents. 1,000+ verified suppliers, 350…
F 39 55 60 10 0 36 81
Showing 18401–18450 of 59042 servers
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