MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 4 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37201 |
Provides tools for file system operations and text generation using OpenAI-comp…
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| 37202 |
mcp-jira-tempo
Claim
A Jira and Tempo Cloud MCP server with file-based profiles for multi-site acces…
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| 37203 |
mcp-terminal-share
Claim
Enables two or more Claude Code terminals on the same machine to communicate by…
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| 37204 |
LoanRiskLens MCP Server
Claim
Enables creditworthiness analysis for non-traditional borrowers using rule-base…
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| 37205 |
Brand Intelligence MCP
Claim
Domain & brand intelligence: company enrichment, tech stack detection, brand re…
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| 37206 |
K8s Lens
Claim
MCP server for natural-language Kubernetes operations across single or multi-cl…
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| 37207 |
iris-execute-mcp
Claim
MCP server for InterSystems IRIS that provides 8 tools including ObjectScript e…
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| 37208 |
scholar-toolkit-mcp
Claim
Comprehensive MCP server for academic research workflows, enabling paper search…
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| 37209 |
tctc-mcp
Claim
Exposes ERC-7303 token-controlled roles to AI agents, enabling permission check…
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| 37210 |
SolanaViz MCP Server
Claim
Enables Claude to access, analyze, and visualize Solana blockchain data through…
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| 37211 |
myai-mcp
Claim
Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, …
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| 37212 |
Clous MCP server
Claim
Provides access to SEC/EDGAR filings data through the Clous API, enabling searc…
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| 37213 |
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
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| 37214 |
MCP Example
Claim
A demonstration MCP server that fetches web content and monitors system informa…
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| 37215 |
jktjj-mcp
Claim
MCP server for AI agent access to JKTJJ's structured BJJ data — gyms, coaches, …
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| 37216 |
hitl-mcp-server
Claim
Bridges Claude Desktop with a HITL escalation service, enabling creation, appro…
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| 37217 |
munyeona-mcp
Claim
야간·휴일에 문 연 병원, 약국, 응급실 후보를 찾고 전화 확인 문구, 카카오맵 링크, 방문 체크리스트까지 만드는 상용 지향 MCP 서버입니다…
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| 37218 |
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
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| 37219 |
resend-email-mcp
Claim
The most complete Resend email MCP — full API coverage (75 tools) plus a unique…
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| 37220 |
growwmcp
Claim
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| 37221 |
Gnosis Memory
Claim
Persistent memory and vector search for AI agents. Hosted, OAuth-protected via …
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| 37222 |
camofox-mcp
Claim
Enables AI agents to control a CamoFox anti-detect browser via MCP tools, suppo…
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| 37223 |
Solana token due-diligence: 3-source fused risk verdict incl. LP-lock depth. $0…
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| 37224 |
40 MCP tools for image, PDF, QR, barcode, data, text, color, and render operati…
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| 37225 |
mcp-data-kcmo
Claim
MCP server for accessing Kansas City, MO open data through the Socrata SODA API…
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| 37226 |
MCP-Server
Claim
Enables web search via Tavily API and URL shortening with custom aliases and fa…
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| 37227 |
newsletter-commerce-mcp
Claim
Extract shoppable products from newsletter content with affiliate signals.
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| 37228 |
mcp-ssh-tool
Claim
A Model Context Protocol (MCP) SSH client server that provides autonomous SSH o…
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| 37229 |
flomo-mcp
Claim
Enables writing and managing notes in flomo through MCP tools, resources, and p…
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| 37230 |
MCP Vista CRM Loft
Claim
Enterprise-level MCP server integrating with Vista CRM (Loft Edition) for real …
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| 37231 |
Skill7
Claim
Provides 634+ curated production-ready AI skills for any MCP-compatible client,…
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| 37232 |
Enables AI-assisted task management by extracting and querying Obsidian Tasks f…
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| 37233 |
Outlook integration with OAuth, message search, batch operations, and calendar …
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| 37234 |
xendit-mcp
Claim
MCP server for Xendit payment gateway (Indonesia/Philippines) that provides too…
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| 37235 |
France shipping labels for AI agents: buy Mondial Relay and more, track and ref…
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| 37236 |
SyncroMSP MCP Server
Claim
Enables AI assistants to fully access and manage SyncroMSP resources including …
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| 37237 |
claude-preview-mcp
Claim
Provides dev-server lifecycle management and Chrome browser automation tools (1…
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| 37238 |
PDFDashboardWithMCP
Claim
Enables MCP clients to list indexed PDF document collections and perform semant…
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| 37239 |
imail-mcp
Claim
MCP server that connects Claude to iCloud Mail, enabling reading, searching, se…
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| 37240 |
odoo-analyzer
Claim
AI-powered Odoo engineering platform providing static analysis, domain knowledg…
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| 37241 |
inventree-mcp
Claim
Enables interaction with InvenTree inventory management system, providing tools…
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| 37242 |
glm-vision-mcp-server
Claim
Enables Claude Code to analyze images using Zhipu AI's GLM-5V-Turbo vision mode…
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| 37243 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
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| 37244 |
A professional, full-fidelity MCP server enabling AI agents to fully control an…
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| 37245 |
server
Claim
Investment sentiment, predictions, and analyst track records for stocks and cry…
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| 37246 |
MCP Apps POC
Claim
A proof-of-concept demonstrating interactive UI capabilities for MCP servers th…
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| 37247 |
jgrants-mcp-server
Claim
MCP server for Japan's Jグランツ grant application system, enabling LLMs to search …
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| 37248 |
Vaults Diagram Tools
Claim
Mermaid to assets. Source code to maps. MCP for agents.
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| 37249 |
Remote HTTP/SSE MCP server for web search with full page content extraction, se…
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| 37250 |
constraints-registry-mcp
Claim
A single, queryable source of engineering constraints that coding agents consul…
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