MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 1 hour, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26251 |
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 | ||||||||
| 26252 |
AI-powered PDF tools: fill forms via natural language
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B 76 2⁄5 | ||||||||
| 26253 |
intelligence-api
Claim
E-commerce and business intelligence MCP server. Analyze any Shopify store, res…
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B 76 3⁄4 | ||||||||
| 26254 |
Read-only BUY / WAIT / AVOID spend gate for paid APIs, MCP endpoints, and x402 …
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B 76 2⁄5 | ||||||||
| 26255 |
Enables interaction with the Bitpanda cryptocurrency exchange through their Dev…
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B 76 3⁄4 | ||||||||
| 26256 |
First dedicated polo MCP — 2026 USPA, Argentine Triple Crown, British Open. Tou…
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B 76 2⁄5 | ||||||||
| 26257 |
An offensive security dataset generator that creates high-quality, multi-turn p…
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B 76 3⁄4 | ||||||||
| 26258 |
Search Blu-ray and 4K UHD movies, featured titles, and detailed movie informati…
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B 76 2⁄5 | ||||||||
| 26259 |
Enables LLMs to securely manage Virtual Private Servers via SSH, with features …
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B 76 3⁄4 | ||||||||
| 26260 |
An agent-neutral MCP server providing SQLite key/value storage, Postgres knowle…
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B 76 3⁄4 | ||||||||
| 26261 |
Agent-native semantic layer, letting AI agents query databases through specifyi…
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B 76 3⁄4 | ||||||||
| 26262 |
Argentine oil & gas data — 40+ curated tables: production, wells, prices, inves…
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B 76 2⁄5 | ||||||||
| 26263 |
Enables Claude to interact with ServiceNow instances through the ServiceNow API…
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B 76 3⁄4 | ||||||||
| 26264 |
scratchpad-mcp is an MCP server that gives AI agents persistent, token-efficien…
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B 76 3⁄4 | ||||||||
| 26265 |
Multi-agent coordination protocol on Solana. Swarm formation, on-chain settleme…
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B 76 2⁄5 | ||||||||
| 26266 |
Sovereign AI agent platform. 19 tools: discovery, transfers, staking, governanc…
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B 76 2⁄5 | ||||||||
| 26267 |
Analyzes YouTube videos using Google's Gemini API, allowing users to get summar…
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B 76 3⁄4 | ||||||||
| 26268 |
Display delivery platform for AI agents. Push HTML, dashboards and live data to…
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B 76 2⁄5 | ||||||||
| 26269 |
Read-only MCP server for the Monzo banking API (UK). OAuth with auto-refresh, l…
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B 76 3⁄4 | ||||||||
| 26270 |
Email safety MCP server. Detects phishing, prompt injection, CEO fraud for AI a…
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B 76 2⁄5 | ||||||||
| 26271 |
Gov info api
Claim
an api wrapper for the us government info api
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B 76 3⁄4 | ||||||||
| 26272 |
Incorporate globally, manage fundraising, corporate services, and more.
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B 76 2⁄5 | ||||||||
| 26273 |
Kotlin compile-time SQL library. Docs, code validation, and SQLite execution to…
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B 76 2⁄5 | ||||||||
| 26274 |
Dice MCP: Search for tech jobs on Dice.com
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B 76 2⁄5 | ||||||||
| 26275 |
Google Hotels MCP server via direct RPC — no scraping, no browser automation. T…
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B 76 3⁄4 | ||||||||
| 26276 |
mcp-evolution
Claim
MCP server that integrates Evolution API to enable WhatsApp messaging, chat man…
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B 76 3⁄4 | ||||||||
| 26277 |
A local-first middleware proxy that proxies multiple MCP servers through a sing…
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B 76 3⁄4 | ||||||||
| 26278 |
Provides code-aware context compression by stripping comments, docstrings, and …
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B 76 3⁄4 | ||||||||
| 26279 |
UK personal air quality advice and daily exposure assessment. Pairs with Hermes…
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B 76 2⁄5 | ||||||||
| 26280 |
AI-to-AI Marketplace on Solana. 22 tools: crypto, stocks, GPU, DeFi, sentiment.
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B 76 2⁄5 | ||||||||
| 26281 |
Flight search MCP server providing search, pagination, and itinerary details fo…
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B 76 2⁄5 | ||||||||
| 26282 |
Enables AI to directly read and analyze Lanhu design drafts and requirement doc…
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B 76 3⁄4 | ||||||||
| 26283 |
AI-native scheduling and booking: check availability, book meetings, share link…
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B 76 2⁄5 | ||||||||
| 26284 |
Understand your videos with Reka AI — search, ask questions, and extract insigh…
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B 76 2⁄5 | ||||||||
| 26285 |
FIFA World Cup 2026 schedule MCP — 104 matches, 62 country teams, jerseys, venu…
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B 76 2⁄5 | ||||||||
| 26286 |
Enables MCP-compatible AI clients to access the NeuronSearchLab recommendation …
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B 76 3⁄4 | ||||||||
| 26287 |
Atlas Cloud MCP Server enables developers to access state-of-the-art AI models …
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B 76 3⁄4 | ||||||||
| 26288 |
Equity research API for US-listed companies. Free primer, $1 fundamentals, $2 i…
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B 76 2⁄5 | ||||||||
| 26289 |
Books professional home cleaning services anywhere in metropolitan France end-t…
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B 76 3⁄4 | ||||||||
| 26290 |
This is just a test publish, delete me
|
B 76 2⁄5 | ||||||||
| 26291 |
Provides a complete MCP server for managing Proxmox VE infrastructure with 115 …
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B 76 3⁄4 | ||||||||
| 26292 |
A self-improving knowledge agent that provides local retrieval, web research, a…
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B 76 3⁄4 | ||||||||
| 26293 |
Evaluates UI designs for WCAG accessibility issues automated scanners miss. Pai…
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B 76 2⁄5 | ||||||||
| 26294 |
atlas-social-mcp
Claim
AI-powered social media posting across 14 platforms. Post to Twitter, Instagram…
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B 76 3⁄4 | ||||||||
| 26295 |
Query the AgentForge Trust Score (0-100 across five dimensions: security, code …
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B 76 3⁄4 | ||||||||
| 26296 |
Connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for…
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B 76 3⁄4 | ||||||||
| 26297 |
Official [EquiVault](https://equivault.ai) MCP — AI-powered equity research for…
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B 76 3⁄4 | ||||||||
| 26298 |
YouTube knowledge base for AI agents. Summarize videos, fetch full transcripts …
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B 76 3⁄4 | ||||||||
| 26299 |
Korean Legal AI — 60 agents, real-time statute verification via law.go.kr. Free…
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B 76 2⁄5 | ||||||||
| 26300 |
Domain registration for AI agents via Stripe or x402 crypto with Cloudflare DNS.
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B 76 2⁄5 | ||||||||