MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34301 |
Team Vault MCP
Claim
Exposes Team Vault's REST API as MCP tools for AI agents, enabling programmatic…
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| 34302 |
MCP Nightscout
Claim
Connects AI assistants to Nightscout for real-time glucose monitoring, analysis…
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| 34303 |
finance-data-mcp
Claim
Unified financial data access for US, A-share, HK stocks, and FX rates with aut…
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| 34304 |
Zoho CRM MCP Server
Claim
Enables AI assistants to interact with Zoho CRM data through secure OAuth authe…
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| 34305 |
hive-mcp-sigr
Claim
Enables AI agents to sign and verify actions with ML-DSA-65 digital signatures,…
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| 34306 |
Munition
Claim
x402-paid service wrapper for AI agents with anonymous USDC wallet funding. Cur…
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| 34307 |
Enables AI coding agents to access and manage multiple configured workspace rep…
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| 34308 |
openrouter-imgen-mcp
Claim
Gives AI assistants image generation and editing capabilities through OpenRoute…
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| 34309 |
Aquifer
Claim
A MCP Runtime for dealing with spiky agentic traffic in golang
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| 34310 |
asi-mcp
Claim
AI-powered Attack Surface Intelligence server that exposes industry-standard pe…
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| 34311 |
portainer-mcp-server
Claim
MCP server for Portainer REST API that enables AI assistants to manage Docker c…
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| 34312 |
Gdelt
Claim
GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)
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| 34313 |
mailkite
Claim
Send email, manage domains, DNS, webhooks, templates, and inbound routing on Ma…
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| 34314 |
vault-recommender
Claim
Enables semantic recommendation for Obsidian vaults, allowing users to find rel…
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| 34315 |
NoteBridge MCP
Claim
A unified MCP server integrating Feishu, Notion, and Yuque platforms with 73 to…
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| 34316 |
mcp-sphinx-docs
Claim
Converts Sphinx documentation (RST) to Markdown optimized for LLMs, enabling ea…
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| 34317 |
Statelessor MCP Server
Claim
Analyzes .NET and Java projects to detect stateful code patterns and provides r…
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| 34318 |
nyc-restroom-mcp
Claim
Find NYC public restrooms and their latest Parks inspection status, from NYC Op…
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| 34319 |
MCP Trino Server
Claim
MCP server providing seamless integration with Trino and Iceberg for advanced d…
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| 34320 |
email-verifier
Claim
Verify email deliverability & find business emails (single or bulk) via the Ver…
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| 34321 |
Synap Memory
Claim
Persistent memory for AI agents — log and recall conversation context over MCP.
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| 34322 |
rednote-analyzer-mcp
Claim
MCP server enabling AI assistants to search, analyze, and generate content for …
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| 34323 |
client-compass
Claim
Behavioral intelligence for client-facing professionals. Know who you're walkin…
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| 34324 |
mocoVoice MCP Server
Claim
Enables transcription of audio and video files using mocoVoice API, allowing us…
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| 34325 |
MCP Ollama Server
Claim
Provides direct access to Ollama models for AI inference, including text genera…
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| 34326 |
engine
Claim
Exposes self-owned AI agent plugins as tools to Claude Code via a stdio MCP ser…
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| 34327 |
Allotrope MCP Server
Claim
Provides tools for validating, listing, describing, and fetching Allotrope Simp…
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| 34328 |
Mobile-game ad creative intelligence across SDK ad networks: search, rankings, …
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| 34329 |
Trust OS MCP Server
Claim
MCP server for verifying high-impact decisions with Trust OS.
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| 34330 |
Enables driving a BitRobot-compatible ground robot (e.g., Earth Rover Mini+ or …
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| 34331 |
Claude Team MCP
Claim
A Model Context Protocol (MCP) server that turns multiple AI coding agents into…
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| 34332 |
clawmemory-mcp
Claim
Enables claude.ai to append durable memory entries to an Obsidian vault on GitH…
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| 34333 |
memoket
Claim
Memoket — access your recording transcripts, summaries, and key takeaways over …
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| 34334 |
operandi
Claim
Grounded, safety-checked appliance operation packages for robots and agents. Ze…
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| 34335 |
Zimi MCP Server
Claim
Enables AI agents to search, read, and manage offline knowledge from ZIM files …
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| 34336 |
mcp-glpi-it4
Claim
Integrates with GLPI IT4Solução API v2.3 (OAuth2) to manage tickets, computer i…
|
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| 34337 |
keyboard-maestro-mcp
Claim
Enables managing Keyboard Maestro macros with natural language commands, includ…
|
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| 34338 |
letsclarify-mcp
Claim
Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON…
|
— | ||||||||
| 34339 |
Enables AI-powered automated testing, security scanning, code review, and maint…
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| 34340 |
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — s…
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| 34341 |
arxiv-mcp
Claim
Converts arXiv academic papers to Markdown format and provides tools for extrac…
|
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| 34342 |
attackforge-mcp
Claim
Connects AI assistants to AttackForge's Self-Service API with full endpoint cov…
|
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| 34343 |
plane-mcp-server
Claim
Enables interaction with Plane.so project management API through natural langua…
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| 34344 |
Marrow
Claim
Marrow is a persistent multi-project memory backend that provides AI agents wit…
|
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| 34345 |
Generate production-ready Product Requirement Documents with full AINative plat…
|
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| 34346 |
CodeCartographer
Claim
Evidence-backed reverse engineering and human-gated software planning for Pi an…
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| 34347 |
zxoar
Claim
Agent-first trading on the ZXOAR launchpad (Uniswap V4): scan, vet, guarded buy…
|
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| 34348 |
psychosynth
Claim
Psychometric data marketplace: Big Five profiles, cognitive biases & behavioral…
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| 34349 |
mcp-file-oper
Claim
file operation
|
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| 34350 |
Close API
Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
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