MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45601 |
r2-uploader-mcp
Claim
Enables uploading PR screenshots to Cloudflare R2 via presigned URLs, allowing …
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| 45602 |
A comprehensive MCP server that integrates TradingView Desktop automation, scre…
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| 45603 |
FlowAPI MCP Server
Claim
MCP server providing system-level access to FlowAPI endpoints for art, user, an…
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| 45604 |
twitterapi-mcp
Claim
A Model Context Protocol (MCP) server that provides access to Twitter data thro…
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| 45605 |
calendar-tasks-mcp
Claim
Enables Claude to manage Outlook calendar events and Microsoft To Do tasks for …
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| 45606 |
AbletonMCP
Claim
Control Ableton Live from Claude Code via the Model Context Protocol (MCP). Cre…
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| 45607 |
standby-design-mcp
Claim
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shap…
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| 45608 |
tastytrade-mcp
Claim
MCP server for the tastytrade brokerage API, providing tools for account manage…
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| 45609 |
Mind Guide MCP
Claim
Connects users to mental health counseling centers and welfare programs based o…
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| 45610 |
TeamSpeak MCP Server
Claim
Exposes TeamSpeak 3 channel management as MCP tools, allowing users to list, cr…
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| 45611 |
MySQL MCP Server
Claim
Read-only access to MySQL databases with query sanitization, Cloud SQL Proxy su…
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| 45612 |
ashare-mcp
Claim
An MCP server that exposes all 23 baostock data endpoints as tools, including K…
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| 45613 |
Provides a standardized MCP interface for interacting with Twitter's tools and …
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| 45614 |
Solana token risk verdicts, rug checks & outcome labels for AI agents. Pay-per-…
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| 45615 |
context-firewall
Claim
Local MCP proxy that merges downstream servers behind a few meta-tools with pro…
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| 45616 |
mcp-f1analisys
Claim
Enables Formula 1 data analysis through natural language, providing tools like …
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| 45617 |
Enables AI agents to interact with Arduino boards for compiling, uploading sket…
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| 45618 |
Enables searching characters, planets, and films from the Star Wars universe vi…
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| 45619 |
postgres-mcp-server
Claim
A read-only MCP server for PostgreSQL. Connect any MCP-compatible AI agent to y…
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| 45620 |
minecraft-developing-mcp
Claim
MCP server that helps AI agents inspect Minecraft project evidence (crash logs,…
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| 45621 |
Cardinal MCP Server
Claim
Enables AI-powered manipulation of Cardinal/VCV Rack modular synthesizer patche…
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| 45622 |
OpenAlex MCP Server
Claim
Enables AI agents to search and analyze OpenAlex scholarly database for OSINT r…
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| 45623 |
bhe_mcp
Claim
Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
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| 45624 |
memorybank
Claim
Portable long-term memory store for agents, exposed over MCP.
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| 45625 |
codelore-mcp
Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
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| 45626 |
Open PR-DIGI MCP Server
Claim
Operate packet-radio digipeater nodes from Claude and other MCP clients.
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| 45627 |
Enables comprehensive management of DuploCloud infrastructure, including tenant…
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| 45628 |
docuprox-mcp
Claim
Enables AI clients like Claude to process documents (invoices, passports, etc.)…
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| 45629 |
Enables professional Threads management with advanced analytics, AI-powered con…
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| 45630 |
file2markdown
Claim
Convert docs and web pages to clean Markdown: PDF, DOCX, XLSX, EPUB, scans, URL…
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| 45631 |
Enables accessibility testing using Playwright and Axe, allowing users to scan …
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| 45632 |
MCPGoat
Claim
A deliberately insecure MCP server for practicing penetration testing, featurin…
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| 45633 |
game-narrative-mcp
Claim
通用游戏叙事引擎 MCP,提供一致性校验、动态运行、Meta 伏笔、Playthrough 对比及 Ink/Yarn 导出等功能。
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| 45634 |
discord-mcp
Claim
Exposes the Discord REST API to AI agents via the Model Context Protocol, enabl…
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| 45635 |
MCP Bling
Claim
Remote MCP server for Bling API v3, enabling tools to manage products, orders, …
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| 45636 |
kaggle-mcp-server
Claim
A full-featured MCP server with 96 tools for the Kaggle API, enabling users to …
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| 45637 |
SiYuan MCP Server
Claim
MCP server for SiYuan Note, enabling AI integration and smart knowledge managem…
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| 45638 |
Twist AI MCP Server
Claim
Enables AI agents to access and interact with a Twist workspace, managing threa…
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| 45639 |
gitlab-review-mcp
Claim
Enables interaction with GitLab projects, merge requests, issues, and code revi…
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| 45640 |
Relay
Claim
Enables AI to delegate boilerplate, drafts, tests, and refactors to free LLM pr…
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| 45641 |
Markdown3D MCP Server
Claim
Transforms markdown documents into immersive 3D visualizations using semantic a…
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| 45642 |
An MCP server for interacting with SAP SuccessFactors OData API to retrieve and…
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| 45643 |
TELNYX MCP Server
Claim
A comprehensive MCP server for TELNYX integration, enabling AI assistants to se…
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| 45644 |
nano-banana-mcp
Claim
A minimal MCP server that wraps Google Gemini image generation, enabling users …
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| 45645 |
Contextum EVM MCP Server
Claim
Enables AI applications to retrieve on-chain context from EVM-compatible blockc…
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| 45646 |
jobd
Claim
Self-hostable GPU-aware job broker for your own machines. The MCP server expose…
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| 45647 |
pmcp
Claim
A Prometheus Model Context Protocol Server.
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| 45648 |
mcp-vanguard
Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
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| 45649 |
gong-mcp
Claim
MCP server for interacting with Gong's sales engagement platform, enabling acce…
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| 45650 |
geoanalisis-mcp
Claim
Enables reading and analysis of vector spatial data through Claude Desktop, sup…
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