MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28501 |
serena
Claim
Speed up development by navigating and modifying large codebases with IDE-like …
|
F 32 3⁄3 | ||||||||
| 28502 |
Interact with Descope's Management APIs to manage users, audit, and more.
|
F 32 3⁄5 | ||||||||
| 28503 |
Web Search API
Claim
Web search returning structured results — titles, URLs, snippets. x402 micropay…
|
F 32 4⁄5 | ||||||||
| 28504 |
time-mcp
Claim
Get the current time, timestamps, and days in any month. Convert times across t…
|
F 32 3⁄3 | ||||||||
| 28505 |
Bodrum MCP Server
Claim
Provide a flexible and extensible server implementation for the Model Context P…
|
F 32 3⁄3 | ||||||||
| 28506 |
MCP server for AI memory management using Letta - Standard MCP format
|
F 31 3⁄3 | ||||||||
| 28507 |
Data Transform Agent
Claim
Converts complex information between diverse formats including JSON, CSV, PDF, …
|
F 30 3⁄5 | ||||||||
| 28508 |
bmptest1
Claim
|
F 30 3⁄5 | ||||||||
| 28509 |
vsf
Claim
|
F 30 3⁄5 | ||||||||
| 28510 |
Check how visible a business website is to AI search engines like ChatGPT, Perp…
|
F 30 3⁄5 | ||||||||
| 28511 |
Website technology detection API for AI agents. Identify 50+ technologies on an…
|
F 30 3⁄5 | ||||||||
| 28512 |
Cantrip
Claim
Manage product strategy projects by tracking Ideal Customer Profiles, pain poin…
|
F 30 3⁄5 | ||||||||
| 28513 |
gmail
Claim
A MintMCP server for Gmail that lets you search, read, and draft emails and rep…
|
F 30 3⁄5 | ||||||||
| 28514 |
Exa MCP Server
Claim
Connects AI assistants to Exa AI's search capabilities, including specialized c…
|
F 30 3⁄5 | ||||||||
| 28515 |
qr-code-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 28516 |
logsift
Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
|
F 30 3⁄5 | ||||||||
| 28517 |
Maximum Sats
Claim
Access deep insights and statistics for Bitcoin, the Lightning Network, and the…
|
F 30 3⁄5 | ||||||||
| 28518 |
WZRD Protocol
Claim
Analyze AI attention markets and track velocity oracle feeds for software platf…
|
F 30 3⁄5 | ||||||||
| 28519 | F 30 3⁄5 | |||||||||
| 28520 |
fungenerators
Claim
|
F 30 3⁄5 | ||||||||
| 28521 |
Cookiy
Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
|
F 30 3⁄5 | ||||||||
| 28522 |
anon.li
Claim
|
F 30 3⁄5 | ||||||||
| 28523 |
hello-server
Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
|
F 30 3⁄5 | ||||||||
| 28524 |
Scraps Kitchen
Claim
Household-aware cooking brain: pantry, meal suggestions, dietary safety, recipe…
|
F 30 3⁄5 | ||||||||
| 28525 |
Generate images and videos using 28+ visual AI models from OpenAI (GPT Image 2,…
|
F 30 3⁄5 | ||||||||
| 28526 |
Verify
Claim
Discover and evaluate technical resources by searching based on capabilities, s…
|
F 30 3⁄5 | ||||||||
| 28527 |
Kyrgyz News
Claim
Access the latest news and trending stories from Kyrgyzstan. Search for specifi…
|
F 30 3⁄5 | ||||||||
| 28528 |
SIIL Ostomy Store
Claim
Browse and purchase premium ostomy bag covers, support belts, swimwear, wraps, …
|
F 30 3⁄5 | ||||||||
| 28529 |
Twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API k…
|
F 30 3⁄5 | ||||||||
| 28530 |
AI Accountant for Quickbooks- recording, reconcile, month-end close
|
F 30 3⁄5 | ||||||||
| 28531 |
MiFactory
Claim
Store and retrieve persistent information across different sessions to maintain…
|
F 30 3⁄5 | ||||||||
| 28532 |
Multiplist
Claim
Multiplist is an IP vault with citations, acting as an interoperable source of …
|
F 30 3⁄5 | ||||||||
| 28533 |
MCP server for Google Docs : create, read, edit, format, and manage documents t…
|
F 30 3⁄5 | ||||||||
| 28534 |
suba-1234
Claim
|
F 30 3⁄5 | ||||||||
| 28535 |
QChing
Claim
**Explore the I Ching with Quantum-Randomness powered Reflection**
Dive into…
|
F 30 3⁄5 | ||||||||
| 28536 |
Identifies SEO content gaps by comparing your work against top-ranking competit…
|
F 30 3⁄5 | ||||||||
| 28537 |
Browserbase
Claim
Provides cloud browser automation capabilities using Stagehand and Browserbase,…
|
F 30 3⁄5 | ||||||||
| 28538 |
geo
Claim
Geocoding, truck routing, traffic, weather, and place search via MCP — 11 hoste…
|
F 30 3⁄5 | ||||||||
| 28539 |
Frihet
Claim
AI-native business management MCP server. 31 tools for invoicing, expenses, cli…
|
F 30 3⁄5 | ||||||||
| 28540 |
Senzing
Claim
Identity Intelligence for Agentic AI Workflows
Connect Data. Power Intelligence…
|
F 30 3⁄5 | ||||||||
| 28541 |
nhtsa-vehicle-mcp-server
Claim
Vehicle safety data from NHTSA — recalls, complaints, crash ratings, investigat…
|
F 30 3⁄5 | ||||||||
| 28542 |
Attention Velocity
Claim
Track attention momentum and market velocity across public software markets to …
|
F 30 3⁄5 | ||||||||
| 28543 |
icons8mcp
Claim
|
F 30 3⁄5 | ||||||||
| 28544 |
nordic-financial-mcp
Claim
Semantic search across 375,000+ Nordic financial documents for AI agents. Cover…
|
F 30 3⁄5 | ||||||||
| 28545 |
casestudies.dev
Claim
Search, analyse, and compare thousands of real company case studies. Built for …
|
F 30 3⁄5 | ||||||||
| 28546 |
Primeta
Claim
Give your AI a face, a voice, and a personality. 3D avatars with custom persona…
|
F 30 3⁄5 | ||||||||
| 28547 |
InstaPods
Claim
Manage cloud deployments and application hosting environments. Execute shell co…
|
F 30 3⁄5 | ||||||||
| 28548 |
Shibui Finance
Claim
## Server Description
Screen 5,200 US stocks across 64 years of daily prices, …
|
F 30 3⁄5 | ||||||||
| 28549 |
Social-API.ai
Claim
SocialAPI gives AI agents a single MCP server to read and respond to every soci…
|
F 30 3⁄5 | ||||||||
| 28550 |
SQLite
Claim
Local MCP server for SQLite databases — query, manage schema, tables, indexes, …
|
F 30 3⁄5 | ||||||||
