MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50051 |
mcpsmith
Claim
deposit pour un test n8n
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| 50052 |
mcp-server-polarion
Claim
Polarion ALM integration with 24 read/write tools for documents, work items, tr…
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| 50053 |
MAGI Orchestrator
Claim
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
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| 50054 |
mcp-server-zipcode-jp
Claim
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
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| 50055 |
THOUGHT
Claim
A local MCP memory server giving LLMs a persistent, auditable memory fabric wit…
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| 50056 |
test
Claim
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| 50057 |
starlink-enterprise-mcp
Claim
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
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| 50058 |
osidb-mcp
Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
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| 50059 |
E2B Sandbox MCP
Claim
A Model Context Protocol server that enables AI assistants to create, control, …
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| 50060 |
mcp-server
Claim
Install the IssueCapture bug reporting widget for Jira. Auto-detects your frame…
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| 50061 |
Playwright MCP (Heroku)
Claim
Enables AI models to interact with web pages through structured accessibility s…
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| 50062 |
SourceSync.ai MCP Server
Claim
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
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| 50063 |
AskCyborg
Claim
Analyst-debate research on every public and private company. 8 tools: search, s…
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| 50064 |
synapsis
Claim
Unified durable team memory MCP server with tools for session management, task …
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| 50065 |
A10 Guardian
Claim
MCP server that enables AI agents to manage A10 Networks DDoS mitigation device…
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| 50066 |
Overlord MCP Server
Claim
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
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| 50067 |
MCP Apple Notes
Claim
Enables AI agents to search, read, create, and append Apple Notes using MCP too…
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| 50068 |
telegram-mcp
Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
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| 50069 |
Send letters, postcards, notecards, and gift cards via postal mail.
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| 50070 |
apple-event-mcp
Claim
MCP server for Apple event liveblog updates from Engadget, MacRumors, iClarifie…
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| 50071 |
Enables AI agents to query component governance rules, validate component props…
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| 50072 |
onchain-mcp
Claim
Provides read-only access to Solana on-chain data, enabling natural language qu…
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| 50073 |
Druling MCP Server
Claim
A platform for building and managing MCP servers and REST APIs, enabling AI int…
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| 50074 |
zenn-articles
Claim
An MCP server for searching Zenn blog posts and generating frontend weekly cont…
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| 50075 |
TrustBench
Claim
x402 provider rankings + Ed25519-signed payment receipts + signature verificati…
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| 50076 |
Provides a standardized interface for interacting with Mailchimp's tools and se…
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| 50077 |
Gemini MCP Server
Claim
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
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| 50078 |
PTP MCP Server
Claim
Monitors and analyzes Precision Time Protocol (PTP) systems in OpenShift cluste…
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| 50079 |
An MCP server that enables users to generate AI images using the Jimeng AI API …
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| 50080 |
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
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| 50081 |
mermaid-mcp
Claim
Fast Mermaid diagram validation and rendering (PNG/SVG) using jsdom and sharp, …
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| 50082 |
token-optimizer
Claim
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
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| 50083 |
unreal-ai-connection
Claim
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
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| 50084 |
shohei
Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
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| 50085 |
DeepMyst MCP Server
Claim
Enables intelligent LLM optimization and routing for Claude Desktop and HTTP cl…
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| 50086 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
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| 50087 |
gsap_animation_generate
Claim
Create precise, production-ready GSAP animations from any request. Debug issues…
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| 50088 |
notebooklm-mcp
Claim
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
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| 50089 |
ida-fusion-mcp
Claim
Enables AI clients to interact with multiple IDA Pro instances (GUI and headles…
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| 50090 |
Nexus Core
Claim
A self-hostable, multi-MCP personal-assistant framework with multi-provider LLM…
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| 50091 |
fordcor
Claim
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| 50092 |
agence
Claim
AI governance MCP server — policy enforcement, skills, memory, multi-LLM consen…
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| 50093 |
mcp-meteo
Claim
Provides real-time weather and forecasts via Open-Meteo, supporting queries by …
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| 50094 |
Provides a standardized interface for interacting with Google-Sheet's tools and…
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| 50095 |
XGR MCP Gateway
Claim
An MCP server providing AI-native access to XGR blockchain data, enabling queri…
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| 50096 |
VRChat MCP
Claim
MCP server for VRChat friends, worlds, groups, events, notifications, and VRCX …
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| 50097 |
guxi
Claim
webgl流体模拟
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| 50098 |
mastra-test
Claim
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| 50099 |
Mi-Mi-Mi MCP
Claim
Adds emotional reactions (emojis, text, sounds) to code generation in opencode,…
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| 50100 |
Shellgate
Claim
A secure gateway that lets AI agents interact with APIs and SSH servers via sco…
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