MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28951 |
QuantOracle
Claim
63 deterministic quant computation tools for autonomous financial agents. Optio…
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| 28952 |
serpapi-mcp
Claim
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| 28953 |
Gov info api
Claim
an api wrapper for the us government info api
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| 28954 |
MCP server enabling LLMs to interact with Anki flashcard software through AnkiC…
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| 28955 |
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
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| 28956 |
literature-agent-mcp
Claim
Exposes a local biomedical literature pipeline as MCP tools for automated resea…
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| 28957 |
search-apple-docs
Claim
Discover Apple APIs, frameworks, and symbols fast with comprehensive documentat…
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| 28958 |
agent-audit
Claim
Security scanner for MCP servers. Detects prompt injection, command injection, …
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| 28959 |
yit-player
Claim
Ai friendly CLI music player
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| 28960 |
Ghidra MCP Server
Claim
Model Context Protocol server for Ghidra reverse engineering. 179 tools for dec…
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| 28961 |
Emailens MCP
Claim
Email compatibility analysis across 15 clients — preview, audit, fix, diff, del…
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| 28962 |
gaudio-developers-mcp
Claim
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
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| 28963 |
annas-mcp2
Claim
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| 28964 |
Wordware MCP
Claim
A Master Control Program server that allows developers to run Wordware AI flows…
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| 28965 |
mcp-server-peecai
Claim
Track how your brand appears in AI-generated answers across ChatGPT, Perplexity…
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| 28966 |
ui-kit
Claim
Native Claude Code integration for @annondeveloper/ui-kit — a zero-dependency R…
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| 28967 |
openground
Claim
On-device documentation search for agents
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| 28968 |
Aluvia
Claim
The Aluvia MCP server exposes browser session management, geo-targeting, and ac…
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| 28969 |
leadcloser-mcp
Claim
Manage leads and insights for NZ trade businesses via LeadCloser AI.
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| 28970 |
x402-discovery
Claim
Discovers and queries x402-payable APIs at runtime — enables autonomous agents …
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| 28971 |
CarScout
Claim
Search used car inventory, check NHTSA recalls, decode VINs, and manage automat…
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| 28972 |
nerq
Claim
Search 4.9M+ AI agents and check compliance across 52 global jurisdictions incl…
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| 28973 |
MCP Novel Assistant
Claim
A novel management tool that uses SQLite database to store and manage novel inf…
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| 28974 |
testproject
Claim
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| 28975 |
An MCP server that provides [describe what your server does]
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| 28976 |
Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, As…
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| 28977 |
An MCP server that wraps the OpenRouter API, enabling users to access diverse l…
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| 28978 |
Omotenashi QR MCP Server
Claim
Enables text-to-speech generation through the Omotenashi QR API, supporting mul…
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| 28979 |
jobseek
Claim
Search jobs, companies, and watchlists on Job Seek (jseek.co)
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| 28980 |
duckduckgo-mcp
Claim
A MCP server for DuckDuckGo HTML search.
Unlike other DuckDuckGo MCP servers, t…
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| 28981 |
qubitsok-mcp
Claim
Search 500+ quantum computing jobs, daily arXiv papers, and 1000+ researcher pr…
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| 28982 |
Web Resource Ledger
Claim
📇 ☁️ - Capture web pages as cryptographically signed, tamper-evident evidence. …
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| 28983 |
playwright-autopilot
Claim
Playwright E2E test runner with deep debugging— action capture, DOM snapshots, …
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| 28984 |
chess
Claim
Visualize chess positions instantly from FEN. Copy readable text-based boards i…
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| 28985 |
Purple Flea Trading
Claim
Perpetual futures trading API for AI agents. Access 275+ markets (crypto, stock…
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| 28986 |
crypto-intelligence
Claim
Crypto intelligence: ML predictions, on-chain data from own BTC/ETH/Kaspa nodes…
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| 28987 |
test
Claim
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| 28988 |
Unified MCP for Scrimba's interactive programming education with visual learning
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| 28989 |
Purple Flea Domains
Claim
Buy and manage domain names with USDC via API. Search availability, register .c…
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| 28990 |
Purple Flea Wallet
Claim
Non-custodial HD wallet API for AI agents. Generate wallets on 6 chains (ETH, B…
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| 28991 |
depscan-api
Claim
Dependency health checker for AI agent skills. Analyzes external endpoints for …
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| 28992 |
Purple Flea Casino
Claim
Provably fair crypto casino API for AI agents. Place bets on 8 games (coin flip…
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| 28993 |
AI contract automation with partner-level redlines, OOXML Track Changes, and ri…
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| 28994 |
A Model Context Protocol server that allows LLMs to interact with Python enviro…
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| 28995 |
ip_search
Claim
查询任意 IP 的威胁情报，快速识别风险与信誉。获取地理位置、ASN 与历史恶意行为等关键信息，辅助溯源、封禁与处置。加速告警研判与日常安全排查，提升响应效率。
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| 28996 |
soulprint
Claim
Decentralized KYC identity protocol for AI agents. Proves there's a verified hu…
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| 28997 |
MCP server for NinjaONE RMM with device management, monitoring, and automation
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| 28998 |
agent-zone-mcp
Claim
MCP server for Agent Zone — vendor-neutral infrastructure knowledge, K8s valida…
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| 28999 |
wordorb
Claim
Word Orb is a language enrichment MCP server. 50,000+ words with IPA, definitio…
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| 29000 |
MCP Server Basic Example
Claim
Demonstrates core MCP server functionality with basic arithmetic operations (ad…
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