MCP Server Quality Scores
Independent quality analysis of 60909 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26351 |
Atlas Cloud MCP Server enables developers to access state-of-the-art AI models …
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B 76 3⁄4 | ||||||||
| 26352 |
intelligence-api
Claim
E-commerce and business intelligence MCP server. Analyze any Shopify store, res…
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B 76 3⁄4 | ||||||||
| 26353 |
Provides code-aware context compression by stripping comments, docstrings, and …
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B 76 3⁄4 | ||||||||
| 26354 |
Enables AI to directly read and analyze Lanhu design drafts and requirement doc…
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B 76 3⁄4 | ||||||||
| 26355 |
Read-only MCP server for the Monzo banking API (UK). OAuth with auto-refresh, l…
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B 76 3⁄4 | ||||||||
| 26356 |
Enables LLM agents to perform Bayesian Maximum Entropy geostatistical analysis …
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B 76 3⁄4 | ||||||||
| 26357 |
An offensive security dataset generator that creates high-quality, multi-turn p…
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B 76 3⁄4 | ||||||||
| 26358 |
KoSIT-verified German e-invoices: generate & validate ZUGFeRD, Factur-X, XRechn…
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B 76 2⁄5 | ||||||||
| 26359 |
Query the AgentForge Trust Score (0-100 across five dimensions: security, code …
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B 76 3⁄4 | ||||||||
| 26360 |
Enables LLMs to securely manage Virtual Private Servers via SSH, with features …
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B 76 3⁄4 | ||||||||
| 26361 |
Free B2B data enrichment: company lookup, email validation, email patterns, dom…
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B 76 2⁄5 | ||||||||
| 26362 |
Job search engine with 500k+ listings across Austria, Germany and Switzerland (…
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B 76 3⁄5 | ||||||||
| 26363 |
Invoice Parser MCP
Claim
Enables AI agents to extract structured JSON from invoices and receipts in PDF …
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B 76 3⁄4 | ||||||||
| 26364 |
integrations
Claim
Read-only doctrine access for the Agentic AI Blueprint — the industry standard …
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B 76 3⁄4 | ||||||||
| 26365 |
Adversarial multi-model reasoning verification for AI agents before trades exec…
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B 76 3⁄4 | ||||||||
| 26366 |
mcp-server
Claim
TrackingTime MCP server for profile, events, users, projects, tasks, customers,…
|
B 76 2⁄4 | ||||||||
| 26367 |
bim.house — words become buildings. Generate BIM, check code & structure, quote…
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B 76 3⁄5 | ||||||||
| 26368 |
MCP server for the FloopFloop API that lets LLM hosts build, poll, and refine p…
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B 76 3⁄4 | ||||||||
| 26369 |
scratchpad-mcp is an MCP server that gives AI agents persistent, token-efficien…
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B 76 3⁄4 | ||||||||
| 26370 |
Find the most reliable AI agent for any task. Search 2,000+ agents across A2A …
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B 76 3⁄4 | ||||||||
| 26371 |
Books professional home cleaning services anywhere in metropolitan France end-t…
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B 76 3⁄4 | ||||||||
| 26372 |
Provides an AI-queryable directory of Black-owned businesses in South Florida, …
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B 76 3⁄4 | ||||||||
| 26373 |
postiz-mcp
Claim
Enables interaction with Postiz for social media scheduling, content management…
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B 76 3⁄4 | ||||||||
| 26374 |
AI-to-AI Marketplace on Solana. 22 tools: crypto, stocks, GPU, DeFi, sentiment.
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B 76 2⁄5 | ||||||||
| 26375 |
A local-first middleware proxy that proxies multiple MCP servers through a sing…
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B 76 3⁄4 | ||||||||
| 26376 |
Enables AI assistants to interact with Rapid7 InsightIDR SIEM for investigating…
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B 76 3⁄4 | ||||||||
| 26377 |
Provides access to Swiss livestock regulations and compliance data covering ani…
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B 76 3⁄4 | ||||||||
| 26378 |
AI data-center design engine: size, validate & lay out Rubin-era data centers. …
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B 76 2⁄5 | ||||||||
| 26379 |
Read-only BUY / WAIT / AVOID spend gate for paid APIs, MCP endpoints, and x402 …
|
B 76 2⁄5 | ||||||||
| 26380 |
Provides an interface to the CloudNet Service REST API v3, enabling AI assistan…
|
B 76 3⁄4 | ||||||||
| 26381 |
Singapore business directory. Search companies, UENs, and SSIC industry classif…
|
B 76 3⁄5 | ||||||||
| 26382 |
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
|
B 76 3⁄4 | ||||||||
| 26383 |
mcp-evolution
Claim
MCP server that integrates Evolution API to enable WhatsApp messaging, chat man…
|
B 76 3⁄4 | ||||||||
| 26384 |
Google Hotels MCP server via direct RPC — no scraping, no browser automation. T…
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B 76 3⁄4 | ||||||||
| 26385 |
AI agent-to-agent SLA agreements on Base with insurance, reputation, and x402 p…
|
B 76 2⁄5 | ||||||||
| 26386 |
Enables AI assistants to interact with Fastmail services, providing tools for c…
|
B 76 3⁄4 | ||||||||
| 26387 |
Gov info api
Claim
an api wrapper for the us government info api
|
B 76 3⁄4 | ||||||||
| 26388 |
Enables AI assistants to interact with VAST Data clusters for monitoring, listi…
|
B 76 3⁄4 | ||||||||
| 26389 |
UK air quality MCP: live readings, historical trends, LAQM stats, WHO checks, k…
|
B 76 2⁄5 | ||||||||
| 26390 |
Agentic rails for complex workflows with receipts, fees, and MCP tool access.
|
B 76 2⁄5 | ||||||||
| 26391 |
Connect Google Analytics to ChatGPT. Query GA4 data in plain English and get in…
|
B 76 3⁄5 | ||||||||
| 26392 |
Validates startup ideas with a deterministic scorecard, evidence brief, and ver…
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B 76 3⁄4 | ||||||||
| 26393 |
Argentine oil & gas data — 40+ curated tables: production, wells, prices, inves…
|
B 76 2⁄5 | ||||||||
| 26394 |
Enables MCP-compatible AI clients to access the NeuronSearchLab recommendation …
|
B 76 3⁄4 | ||||||||
| 26395 |
Provides a complete MCP server for managing Proxmox VE infrastructure with 115 …
|
B 76 3⁄4 | ||||||||
| 26396 |
MCP server for Vybsly AI-first search API, providing full-content web search wi…
|
B 76 3⁄4 | ||||||||
| 26397 |
Agent-native semantic layer, letting AI agents query databases through specifyi…
|
B 76 3⁄4 | ||||||||
| 26398 |
Analyzes YouTube videos using Google's Gemini API, allowing users to get summar…
|
B 76 3⁄4 | ||||||||
| 26399 |
atlas-social-mcp
Claim
AI-powered social media posting across 14 platforms. Post to Twitter, Instagram…
|
B 76 3⁄4 | ||||||||
| 26400 |
Model Context Protocol (MCP) server that dynamically fetches and serves officia…
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B 76 3⁄4 | ||||||||