MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43851 |
Corvus
Claim
Solana DeFi Intelligence MCP server enabling natural language queries for walle…
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| 43852 |
Agent Skills API
Claim
A multi-agent system for code rules management using MCP, supporting search, ge…
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| 43853 |
sc-mcp
Claim
A read-only MCP server that wraps the Scalable Capital CLI to expose broker dat…
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| 43854 |
o2-mcp
Claim
Enables interaction with the HMS O2 cluster via SSH, allowing job submission, r…
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| 43855 |
scc-mcp
Claim
Exposes boyter/scc code counting and complexity analysis to LLM agents via read…
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| 43856 |
actian-docs-mcp
Claim
Enables natural-language queries across Actian product documentation, GA4 conte…
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| 43857 |
eywa-mcp
Claim
Provides cross-session memory for Claude Code by extracting structured handoffs…
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| 43858 |
loinc-mcp
Claim
Enables searching LOINC codes and retrieving detailed information including pan…
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| 43859 |
sharp-on-fhir-mcp
Claim
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
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| 43860 |
re-yara
Claim
MCP server wrapping the YARA pattern-matching engine for binary triage, enablin…
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| 43861 |
A sample MCP server for testing
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| 43862 |
Mailing Manager MCP
Claim
Enables AI assistants to manage multiple email accounts with secure credentials…
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| 43863 |
slack-messages
Claim
Enables fuzzy searching and browsing of Slack messages, users, and channels via…
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| 43864 |
attestable-mcp-server
Claim
Enables remote attestation of MCP servers using Intel SGX and RA-TLS, allowing …
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| 43865 |
Nauro
Claim
Human-approved project judgment and current state for connected AI agents, surf…
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| 43866 |
OpenOSINT
Claim
AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, S…
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| 43867 |
gl-mcp-feedback
Claim
提供交互式反馈MCP服务器,通过Web UI实现AI与用户的确认流程,提高开发效率并节省平台成本。
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| 43868 |
mcp-arcgis-fairfield
Claim
Enables AI agents to search and query City of Fairfield, California open geospa…
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| 43869 |
software3
Claim
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| 43870 |
fastcontext-mcp
Claim
Wraps FastContext-1.0 as a repo-exploration subagent for Claude Code, enabling …
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| 43871 |
transcend-mcp-server
Claim
AI-powered route optimization MCP server for heavy vehicles and logistics. Calc…
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| 43872 |
agent-eval-mcp
Claim
An MCP-style stdio server for evaluating AI agent outputs, enabling CI-friendly…
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| 43873 |
plex-mcp-server
Claim
Lets AI assistants browse your libraries, search media, get viewing recommendat…
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| 43874 |
MCP server for Cosense (formerly Scrapbox) that enables page creation, editing,…
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| 43875 |
SwapWizard
Claim
Non-custodial DeFi for AI agents: swaps, concentrated liquidity (V3/V4) zaps + …
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| 43876 |
Unredactor MCP
Claim
Detects and replaces black redaction boxes in PDF documents, enabling AI assist…
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| 43877 |
ideb-mcp
Claim
Exposes Brazilian education data (IDEB) by municipality for consultation via Cl…
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| 43878 |
cantianai_1
Claim
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| 43879 |
cra-compliance-mcp
Claim
EU Cyber Resilience Act (Regulation 2024/2847) compliance for AI agents. Produc…
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| 43880 |
simplenote-mcp
Claim
MCP server for reading Simplenote notes across macOS, Linux, and Windows
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| 43881 |
CTRL
Claim
Visual DeFi workflow automation on Base + Ethereum mainnet.
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| 43882 |
NYC Property & Venue API
Claim
NYC property intelligence, building violations, and restaurant/venue compliance…
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| 43883 |
Unofficial MCP server that wraps the Perplexity AI web API via browser cookies,…
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| 43884 |
Google Trends MCP
Claim
A production-grade Google Trends MCP server for AI workflow integration. Suppor…
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| 43885 |
ausdata-mcp
Claim
28 tools over 9 AU gov data sources (ABS, RBA, ATO, APRA, AIHW, ASIC, AEMO, BOM…
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| 43886 |
au-weather-mcp
Claim
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
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| 43887 |
vue-ts-lsp
Claim
Self-contained MCP server providing type-aware code intelligence for TypeScript…
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| 43888 |
mcp-1
Claim
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| 43889 |
Sandwich Care Circle
Claim
Authenticated MCP for a user's care circle: read CareEvents, list loved ones, i…
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| 43890 |
whatsapp-local-mcp
Claim
Enables Claude to read and search WhatsApp messages, transcribe voice notes, an…
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| 43891 |
Reddit MCP server - browse posts, search content, analyze users.
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| 43892 |
google-calendar-mcp
Claim
A Model Context Protocol server for Google Calendar integration, enabling AI as…
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| 43893 |
ttsstt-mcp-server
Claim
Enables speech-to-text and text-to-speech conversion using OpenAI-compatible AP…
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| 43894 |
Maito MCP Server
Claim
Enables AI assistants to interact with Maito workspaces for task management, no…
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| 43895 |
veeam-ports-mcp
Claim
Provides structured access to Veeam product network port requirements. Enables …
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| 43896 |
kb-mcp
Claim
Provides LLM agents with a structured, queryable, local-first knowledge base wi…
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| 43897 |
Google Drive MCP Server
Claim
Enables AI agents to efficiently access and process Google Drive documents by c…
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| 43898 |
mcp-server-gsc
Claim
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| 43899 |
mcp-server-routine-bot
Claim
Automates routine DevOps tasks like Jenkins builds and GitLab merge requests th…
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| 43900 |
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
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