MCP Server Quality Scores
Independent quality analysis of 61082 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29901 |
Get real-time NYC bus arrivals, live vehicle locations, and service alerts. Pla…
|
F 22 3⁄5 | ||||||||
| 29902 |
Search job postings, companies, and technology stacks across 10M+ companies.
|
F 22 3⁄5 | ||||||||
| 29903 |
Provides easy access to MLB, Baseball Savant, Statcast, and Fangraphs baseball …
|
F 22 3⁄5 | ||||||||
| 29904 |
AI-powered web automation. Navigate websites using AI agents for one page or a …
|
F 22 3⁄5 | ||||||||
| 29905 |
.prompts, the home to all your AI prompts, everywhere you need them.
|
F 22 3⁄5 | ||||||||
| 29906 |
EVM gas optimizer refactoring Solidity code into efficient Yul assembler.
|
F 22 3⁄5 | ||||||||
| 29907 |
AI-powered forex and crypto trading analysis with real-time data across 127+ in…
|
F 22 3⁄5 | ||||||||
| 29908 |
An MCP server that provides access to Testiny projects, test cases and test runs
|
F 22 3⁄5 | ||||||||
| 29909 |
Structured knowledge base for AI agent solutions. Search, explore, and retrieve…
|
F 22 3⁄5 | ||||||||
| 29910 |
Australian VET National Register — qualifications, units, skill sets, AQF ladde…
|
F 22 3⁄5 | ||||||||
| 29911 |
G2, Trustpilot, Yelp reviews with sentiment and theme extraction across sources.
|
F 22 3⁄5 | ||||||||
| 29912 |
Query UN population data: fertility, mortality, migration, life expectancy for …
|
F 22 3⁄5 | ||||||||
| 29913 |
Automate business cases, articulate customer outcomes & analyze your value-sell…
|
F 22 3⁄5 | ||||||||
| 29914 |
Real estate data for AI agents: US parcel boundaries (tiles), owners, sale hist…
|
F 22 3⁄5 | ||||||||
| 29915 |
Local bounty-feed index: Bountycaster/Dework/Superteam/Algora/Sherlock/GitHub b…
|
F 22 3⁄5 | ||||||||
| 29916 |
Enables AI agents to access Bright Security tools for app discovery and securit…
|
F 22 3⁄5 | ||||||||
| 29917 |
Auto-generate changelogs from GitHub PRs with AI-powered categorization and rew…
|
F 22 3⁄5 | ||||||||
| 29918 |
Commerce intelligence for AI agents. Diagnose drop-offs, fix checkouts, optimiz…
|
F 22 3⁄5 | ||||||||
| 29919 |
Connect CollectiveSpend with Xero to manage contacts. Retrieve, create, and upd…
|
F 22 3⁄5 | ||||||||
| 29920 |
Unified dispute resolution: crypto, payments, SLA violations. 95% AI automation.
|
F 22 3⁄5 | ||||||||
| 29921 |
Authenticated MCP for Xavio merchants: stories, products, schedules.
|
F 22 3⁄5 | ||||||||
| 29922 |
Connect your AI assistant to Produktly. Read changelogs, feedback responses, an…
|
F 22 3⁄5 | ||||||||
| 29923 |
Enable Large Language Model clients to interact seamlessly with any MediaWiki w…
|
F 22 3⁄5 | ||||||||
| 29924 |
AWS CloudFormation and Terraform infrastructure blueprint builder.
|
F 22 3⁄5 | ||||||||
| 29925 |
Zero-Ops deploy of a private AI workspace to your own VPS — from your AI chat. …
|
F 22 3⁄5 | ||||||||
| 29926 |
AI agent gateway with web fetching, data extraction, crypto pricing, and x402 p…
|
F 22 3⁄5 | ||||||||
| 29927 |
An MCP server that automatically collects feedback on your MCP server.
|
F 22 3⁄5 | ||||||||
| 29928 |
246 tools to run sales, marketing & hiring: CRM, leads, AI calling, content, re…
|
F 22 3⁄5 | ||||||||
| 29929 |
Teamfight Tactics data & AI coaching for Claude and ChatGPT — 19 tools, built-i…
|
F 22 3⁄5 | ||||||||
| 29930 |
Blockchain analytics API for AI agents. Smart Money signals, wallet profiling, …
|
F 22 3⁄5 | ||||||||
| 29931 |
Trade tokenized stocks with Web3 wallet. No registration. AI agent-friendly. Mu…
|
F 22 3⁄5 | ||||||||
| 29932 |
Official MCP server for managing OVHcloud infrastructures, services & account
|
F 22 3⁄5 | ||||||||
| 29933 |
Draft cited RFP and security questionnaire answers from your knowledge base, wi…
|
F 22 3⁄5 | ||||||||
| 29934 |
Provides event organisers with tools to interact with a Ticket Tailor box offic…
|
F 22 3⁄5 | ||||||||
| 29935 |
x402 dataset vending for AI agents: list, preview, quote, purchase, needs intak…
|
F 22 3⁄5 | ||||||||
| 29936 |
Create friendly, personalized greetings in seconds. Toggle Pirate Mode to speak…
|
F 22 3⁄5 | ||||||||
| 29937 |
Toolbox dynamically routes to all MCPs in the Smithery registry based on your a…
|
F 22 3⁄5 | ||||||||
| 29938 |
Transform numbers by doubling them and adding 5. Get instant results with a cle…
|
F 22 3⁄5 | ||||||||
| 29939 |
Search GitHub, npm, PyPI, StackOverflow, ArXiv from one MCP — built for coding …
|
F 22 3⁄5 | ||||||||
| 29940 |
Book London airport & cruise port transfers to any UK address. Fixed prices, fr…
|
F 22 3⁄5 | ||||||||
| 29941 |
Automate GoHighLevel across CRM, messaging, calendars, marketing, e-commerce, a…
|
F 22 3⁄5 | ||||||||
| 29942 |
Federal contracts, FDA recalls, business registrations, Amazon products — B2B i…
|
F 22 3⁄5 | ||||||||
| 29943 |
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
|
F 22 3⁄5 | ||||||||
| 29944 |
Find patent infringers with 9 AI models. Search products & standards from your …
|
F 22 3⁄5 | ||||||||
| 29945 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 29946 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
|
F 22 3⁄5 | ||||||||
| 29947 |
Escrow protection for agent payments on Base — USDC held in smart contract unti…
|
F 22 3⁄5 | ||||||||
| 29948 |
Servidor MCP para integraciones con arcar.org
|
F 22 3⁄5 | ||||||||
| 29949 |
An MCP server that provides Javelin Standalone Guardrails
|
F 22 3⁄5 | ||||||||
| 29950 |
Brain dump, routines, task planning, focus, and instant thought retrieval
|
F 22 3⁄5 | ||||||||