MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28051 |
Enables AI assistants to interact with Rapid7 InsightIDR SIEM for investigating…
|
B 76 3⁄4 | ||||||||
| 28052 |
Enables AI coding assistants to access the internet through VPN exit nodes to b…
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B 76 3⁄4 | ||||||||
| 28053 |
AI shopping search: real, in-stock US and Amazon products with prices, ratings …
|
B 76 2⁄5 | ||||||||
| 28054 |
Read-only ChinaAPI model catalogue, price snapshot, cost estimates and request …
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B 76 2⁄5 | ||||||||
| 28055 |
intelligence-api
Claim
E-commerce and business intelligence MCP server. Analyze any Shopify store, res…
|
B 76 3⁄4 | ||||||||
| 28056 |
Search and cite books, authors and subjects of elib.am, the free Armenian digit…
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B 76 2⁄5 | ||||||||
| 28057 |
Local-first task management with CLI, TUI, and REST API. MCP server enables Cla…
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B 76 3⁄4 | ||||||||
| 28058 |
Where AI agents buy and sell from each other, paid wallet to wallet in USDC on …
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B 76 2⁄5 | ||||||||
| 28059 |
90-day AI adoption framework for managers: overview, pricing, FAQ and an AI rea…
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B 76 2⁄5 | ||||||||
| 28060 |
Consulta de planes de productos Alfabot y agendamiento de reuniones para colegi…
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B 76 2⁄5 | ||||||||
| 28061 |
Agent-native cloud, EU-hosted. Provision VMs, networks & databases on redu.clou…
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B 76 3⁄5 | ||||||||
| 28062 |
User research workspace to transcribe interviews and turn conversations into in…
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B 76 2⁄5 | ||||||||
| 28063 |
Connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for…
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B 76 3⁄4 | ||||||||
| 28064 |
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
|
B 76 3⁄4 | ||||||||
| 28065 |
Trusted B2B service providers with verified client reviews
|
B 76 3⁄5 | ||||||||
| 28066 |
Scrape, search and extract the public web. 3,000 free credits at https://vera.w…
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B 76 2⁄5 | ||||||||
| 28067 |
Editorially independent addiction & mental-health directory — facilities, thera…
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B 76 2⁄5 | ||||||||
| 28068 |
MCP server for the FloopFloop API that lets LLM hosts build, poll, and refine p…
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B 76 3⁄4 | ||||||||
| 28069 |
Pauhu AI gives industrial machines, and the engineers who run them, full answer…
|
B 76 2⁄5 | ||||||||
| 28070 |
Invoice Parser MCP
Claim
Enables AI agents to extract structured JSON from invoices and receipts in PDF …
|
B 76 3⁄4 | ||||||||
| 28071 |
Turn designs into shipped parts: quote 3D printing, CNC, and decals, then check…
|
B 76 3⁄5 | ||||||||
| 28072 |
Validates PESEL/NIP/REGON/IBAN/Luhn/ISBN/EAN/BIC/VAT; RPN, dates, hash, tokens,…
|
B 76 2⁄5 | ||||||||
| 28073 |
A production-ready template for building monetized MCP servers that require per…
|
B 76 3⁄4 | ||||||||
| 28074 |
Guest API for meni.ge restaurants: browse menus, place orders, reserve tables. …
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B 76 3⁄5 | ||||||||
| 28075 |
一人行 SoloTeam — 一人公司联盟 (solo-company alliance): 名录/互补推荐/政采线索 read-only; 身份类 tool…
|
B 76 2⁄5 | ||||||||
| 28076 |
Match dog breeds to your life, compare them, plan a test drive and estimate U.S…
|
B 76 2⁄5 | ||||||||
| 28077 |
Search jobs on NextJobz by keyword, location, work type, salary, and experience…
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B 76 2⁄5 | ||||||||
| 28078 |
Analyzes YouTube videos using Google's Gemini API, allowing users to get summar…
|
B 76 3⁄4 | ||||||||
| 28079 |
scratchpad-mcp is an MCP server that gives AI agents persistent, token-efficien…
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B 76 3⁄4 | ||||||||
| 28080 |
mcp-evolution
Claim
MCP server that integrates Evolution API to enable WhatsApp messaging, chat man…
|
B 76 3⁄4 | ||||||||
| 28081 |
Search and buy products from sellers and verified warehouses, sell surplus stoc…
|
B 76 2⁄5 | ||||||||
| 28082 |
Compare prices across Swiss and European shops — barcode (GTIN) lookup and dail…
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B 76 3⁄5 | ||||||||
| 28083 |
A market where agents search, list and negotiate second-hand items and digital …
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B 76 2⁄5 | ||||||||
| 28084 |
Belarusian companies by UNP: state registry answers with source and sha256 for …
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B 76 2⁄5 | ||||||||
| 28085 |
Search 7,000+ local service businesses across America by category, location, or…
|
B 76 3⁄5 | ||||||||
| 28086 |
Returns the actual current date/time in a given format and IANA timezone.
|
B 76 2⁄5 | ||||||||
| 28087 |
Public MCP server for the LLM Search Engine
|
B 76 3⁄5 | ||||||||
| 28088 |
Background music for your business: AI music without Buma/Sena fees, licence co…
|
B 76 2⁄5 | ||||||||
| 28089 |
Fail-closed backtest/signal validation: overfitting, leakage, deflated Sharpe. …
|
B 76 2⁄5 | ||||||||
| 28090 |
Official [EquiVault](https://equivault.ai) MCP — AI-powered equity research for…
|
B 76 3⁄4 | ||||||||
| 28091 |
Audit and fix a site for AI citation + SEO, verify it, then publish a v=AEO1 re…
|
B 75 3⁄5 | ||||||||
| 28092 |
This MCP server provides AI assistants with full control over Celery task queue…
|
B 75 3⁄4 | ||||||||
| 28093 |
Audited AI-regulation data: laws, bills, news and obligations across US, EU and…
|
B 75 3⁄5 | ||||||||
| 28094 |
AI-native web analytics. Query pageviews, top pages, referrers, countries, devi…
|
B 75 3⁄4 | ||||||||
| 28095 |
Read-only zobrx e-commerce data: P&L, orders, inventory, marketplace, tax & she…
|
B 75 3⁄5 | ||||||||
| 28096 |
Search European tech funding rounds, companies, investors and exits — sourced, …
|
B 75 2⁄5 | ||||||||
| 28097 |
Persistent, correctable AI memory with zero dependencies. Corrections always su…
|
B 75 3⁄4 | ||||||||
| 28098 |
An AI-powered QA automation server that integrates Jira, GitHub, Jenkins, AWS, …
|
B 75 3⁄4 | ||||||||
| 28099 |
Merchant offers with validated discounts and no bought rankings; accepting mint…
|
B 75 3⁄5 | ||||||||
| 28100 |
An MCP server that provides a multidimensional philosophical framework for prom…
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B 75 3⁄4 | ||||||||