MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30501 |
Integration Agent
|
F 34 2⁄5 | ||||||||
| 30502 |
LLM Orchestration Agent (Opentelemetry Api)
|
F 34 2⁄5 | ||||||||
| 30503 |
x402 data & AI gateway: 194 services + AI Gateway free data (save 50-90% tokens…
|
F 34 2⁄5 | ||||||||
| 30504 |
SEC filings, financial statements, metrics, insider and institutional holdings …
|
F 34 2⁄5 | ||||||||
| 30505 |
Create, edit and analyse AIOD Shopify discounts: BOGO, free gift, tiered, volum…
|
F 34 2⁄5 | ||||||||
| 30506 |
Operate your EVERJUST workspace: CRM, sales, projects, mail, documents, calenda…
|
F 34 2⁄5 | ||||||||
| 30507 |
Your team's shipping standards, org map and delivery metrics, inside your codin…
|
F 34 2⁄5 | ||||||||
| 30508 |
Query NPS, CSAT, CES, and PMF survey results, responses, and links for your Use…
|
F 34 2⁄5 | ||||||||
| 30509 |
Connect AI agents to GlassFrog: roles, skills, notes, tensions, and governance.
|
F 34 2⁄5 | ||||||||
| 30510 |
Allows MCP access to MCP Scoreboard data.
|
F 34 2⁄5 | ||||||||
| 30511 |
Create, review, publish and schedule Instagram images, carousels and Reels with…
|
F 34 2⁄5 | ||||||||
| 30512 |
Governed company knowledge over MCP. Access by contract for authorized tenants.
|
F 34 2⁄5 | ||||||||
| 30513 |
Kurdish-first AI tools: translation (250+ languages), spell check, grammar and …
|
F 34 2⁄5 | ||||||||
| 30514 |
OAuth access to owned products, lead search, parcel search, and stored property…
|
F 34 2⁄5 | ||||||||
| 30515 |
Web Search API
Claim
Web search returning structured results — titles, URLs, snippets. x402 micropay…
|
F 32 4⁄5 | ||||||||
| 30516 |
Bodrum MCP Server
Claim
Provide a flexible and extensible server implementation for the Model Context P…
|
F 32 3⁄3 | ||||||||
| 30517 |
MCP server integrating with Stripe - tools for customers, products, payments, a…
|
F 32 3⁄5 | ||||||||
| 30518 |
read-website
Claim
Extract website content quickly for research and analysis. Read documentation, …
|
F 32 3⁄3 | ||||||||
| 30519 |
Greeting Plus
Claim
Send friendly greetings, perform quick calculations, check Korea’s current time…
|
F 32 3⁄3 | ||||||||
| 30520 |
Interact with Descope's Management APIs to manage users, audit, and more.
|
F 32 3⁄5 | ||||||||
| 30521 |
time-mcp
Claim
Get the current time, timestamps, and days in any month. Convert times across t…
|
F 32 3⁄3 | ||||||||
| 30522 |
hackerNews_search
Claim
Discover and filter Hacker News content to find the most relevant stories, comm…
|
F 32 3⁄3 | ||||||||
| 30523 |
serena
Claim
Speed up development by navigating and modifying large codebases with IDE-like …
|
F 32 3⁄3 | ||||||||
| 30524 |
MCP server for AI memory management using Letta - Standard MCP format
|
F 31 3⁄3 | ||||||||
| 30525 |
HytaleModder
Claim
Access the Hytale API documentation to build mods and custom content efficientl…
|
F 30 3⁄5 | ||||||||
| 30526 |
Meme Generator
Claim
Hosted MCP server for meme generation, template search, caption rendering, and …
|
F 30 3⁄5 | ||||||||
| 30527 |
Shibui Finance
Claim
## Server Description
Screen 9,900+ US equities across 64 years of daily price…
|
F 30 3⁄5 | ||||||||
| 30528 |
Explore an agent's capabilities, configuration, and profile details. Fetch back…
|
F 30 3⁄5 | ||||||||
| 30529 |
witness-protocol
Claim
|
F 30 3⁄5 | ||||||||
| 30530 |
US Weather
Claim
Get U.S. weather alerts, forecasts, and observations, including aviation produc…
|
F 30 3⁄5 | ||||||||
| 30531 |
Eversince
Claim
Creative agent that plans and executes across image, video, audio, and motion g…
|
F 30 3⁄5 | ||||||||
| 30532 |
ADAS
Claim
Design, validate, and deploy complex automated skills and cross-skill solutions…
|
F 30 3⁄5 | ||||||||
| 30533 |
Agntor
Claim
What agntor MCP provides:
Agent discovery and certification
Trust and payment r…
|
F 30 3⁄5 | ||||||||
| 30534 |
Metrx
Claim
Monitor and optimize the operational costs of large language model deployments …
|
F 30 3⁄5 | ||||||||
| 30535 |
mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30536 |
romania
Claim
Caută și filtrează anunțuri clasificate din România după categorie, preț și loc…
|
F 30 3⁄5 | ||||||||
| 30537 |
MailerAstro
Claim
Send transactional emails using a wallet address with no API keys required. Pay…
|
F 30 3⁄5 | ||||||||
| 30538 |
ai-103
Claim
|
F 30 3⁄5 | ||||||||
| 30539 |
Comprehensive pharmaceutical regulatory intelligence MCP server. 4 tools across…
|
F 30 3⁄5 | ||||||||
| 30540 |
GraphPulse C++
Claim
Analyzes C++ codebases via AST parsing to build comprehensive, queryable depend…
|
F 30 3⁄5 | ||||||||
| 30541 |
Mifactory
Claim
Transform documents into machine-readable specifications optimized for automate…
|
F 30 3⁄5 | ||||||||
| 30542 |
agent-fin
Claim
|
F 30 3⁄5 | ||||||||
| 30543 |
Check how visible a business website is to AI search engines like ChatGPT, Perp…
|
F 30 3⁄5 | ||||||||
| 30544 |
DevOps Agent
Claim
Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 727 tool…
|
F 30 3⁄5 | ||||||||
| 30545 |
mcp-teat
Claim
Explore a predefined dataset with quick summaries and targeted analysis. Ask qu…
|
F 30 3⁄5 | ||||||||
| 30546 |
Newsmind
Claim
Connect your RSS feeds to ChatGPT and Claude. Search, dedupe, OPML import. Host…
|
F 30 3⁄5 | ||||||||
| 30547 |
notevault-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30548 |
Data Transform Agent
Claim
Converts complex information between diverse formats including JSON, CSV, PDF, …
|
F 30 3⁄5 | ||||||||
| 30549 |
verifiedstate-mcp
Claim
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
|
F 30 3⁄5 | ||||||||
| 30550 |
Caffeinated Wardrobe
Claim
Caffeinated Wardrobe is like an API for your closet. This MCP server brings pro…
|
F 30 3⁄5 | ||||||||