MCP Server Quality Scores
Independent quality analysis of 49876 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 18401 |
BeauticsLab
Claim
Search Korean cosmetics from Olive Young, Daiso, Naver, Coupang, 11st with EWG …
|
D 40 5⁄5 | ||||||||
| 18402 |
An experimental Model Context Protocol server that enables Large Language Model…
|
D 40 5⁄5 | ||||||||
| 18403 |
Ics Ap Apis MCP Server
Claim
Provides access to Ics Ap Apis API endpoints with authentication support, enabl…
|
D 40 5⁄5 | ||||||||
| 18404 |
Astravue MCP
Claim
Manage projects, tasks, time tracking, and team collaboration through natural l…
|
D 40 5⁄5 | ||||||||
| 18405 |
Give AI agents access to form submissions — read, search, update, and process f…
|
D 40 5⁄5 | ||||||||
| 18406 |
Realty In Au MCP Server
Claim
Enables access to Australian real estate data through the Realty In Au API, sup…
|
D 40 5⁄5 | ||||||||
| 18407 |
mcp
Claim
A 3D printer MCP server that allows for getting live printer state, webcam snap…
|
D 40 4⁄4 | ||||||||
| 18408 |
Instagram120 MCP Server
Claim
Enables access to Instagram data including posts, reels, stories, user profiles…
|
D 40 5⁄5 | ||||||||
| 18409 |
Connect AI assistants to your Aiqbee brains via the Model Context Protocol.
Se…
|
D 40 5⁄5 | ||||||||
| 18410 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
D 40 5⁄5 | ||||||||
| 18411 |
memory-visualizer
Claim
Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly e…
|
D 40 5⁄3 | ||||||||
| 18412 |
mcp-server-alice
Claim
Secure audio transcription meets AI. Connect Alice recordings to Claude, ChatGP…
|
D 40 4⁄4 | ||||||||
| 18413 |
A starter template for creating MCP servers compatible with Puch AI, featuring …
|
D 40 5⁄5 | ||||||||
| 18414 |
Perplexity2 MCP Server
Claim
Enables AI-powered search and analysis of Google data through the Perplexity2 A…
|
D 40 5⁄5 | ||||||||
| 18415 |
RNWY Trust Intelligence
Claim
Check if an AI agent is trustworthy. Sybil detection, signed attestations, 150,…
|
D 40 4⁄4 | ||||||||
| 18416 |
Real-time prediction market intelligence for AI agents. Query Polymarket and Ka…
|
D 40 4⁄4 | ||||||||
| 18417 |
SEC EDGAR financial data for AI agents — revenue, margins, filings, company com…
|
D 40 5⁄5 | ||||||||
| 18418 |
Connect AI agents to bank accounts, transactions, balances, and investments.
|
D 40 5⁄5 | ||||||||
| 18419 |
Canvas MCP Server
Claim
Connects Claude Desktop to Canvas LMS to monitor academic activities like assig…
|
D 40 4⁄4 | ||||||||
| 18420 |
Trello MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18421 |
SharePoint MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18422 |
VASTlint
Claim
Validate VAST, VMAP, and DAAST ad tags against IAB specs. 182 rules, zero depen…
|
F 39 5⁄5 | ||||||||
| 18423 |
Monday .com MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18424 |
TVWizard
Claim
Control Android TV from any AI. 38 MCP tools: playback, recap, recommend, smart…
|
F 39 5⁄5 | ||||||||
| 18425 |
Microsoft Dataverse MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18426 |
flutter_server_box
Claim
|
F 39 4⁄4 | ||||||||
| 18427 |
Enables AI agents to create, validate, evaluate, and score quantum circuits wit…
|
F 39 5⁄5 | ||||||||
| 18428 |
Smartsheet MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18429 |
CockroachDB MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18430 |
Airtable MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18431 |
Zendesk MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18432 |
Stripe MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18433 |
Zoho CRM MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18434 |
Motecloud Memory
Claim
Cloud-hosted MCP server for durable AI memory
|
F 39 5⁄5 | ||||||||
| 18435 |
exposes a remote MCP endpoint so agents can:
run strategy backtests by symbol/…
|
F 39 4⁄4 | ||||||||
| 18436 |
MailChimp MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18437 |
Greenplum MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18438 |
Gmail MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18439 |
Amazon Athena MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18440 |
mcpmock
Claim
https://mcpmock.ai/ docs and samples.
|
F 39 4⁄4 | ||||||||
| 18441 |
Hosted MCP server for LLM cost estimation, model comparison, and budget-aware r…
|
F 39 5⁄5 | ||||||||
| 18442 |
Check if a task runs locally vs cloud. Save money on calls that don't need clou…
|
F 39 5⁄5 | ||||||||
| 18443 |
x402-api
Claim
AI API for marketing, content and outreach. 22 endpoints. Pay with USDC on Base…
|
F 39 5⁄5 | ||||||||
| 18444 |
SAP HANA MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18445 |
Splunk MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18446 |
Marketo MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18447 |
Salesforce Marketing MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 18448 |
nia
Claim
Nia is a context-augmentation layer for agents, primarily designed for coding a…
|
F 39 5⁄3 | ||||||||
| 18449 |
Windsor.ai MCP
Claim
Query and analyze marketing, sales, and business data from 325+ platforms via W…
|
F 39 4⁄4 | ||||||||
| 18450 |
three.ws
Claim
Open-source 3D AI agent framework — GLB/glTF avatars with LLM brains, memory, e…
|
F 39 5⁄5 | ||||||||