MCP Server Quality Scores
Independent quality analysis of 58295 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58201 |
open-payments-mcp
Claim
Enables Open Payments operations such as creating incoming payments, quotes, an…
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| 58202 |
sapmcp
Claim
Enables operating and querying SAP ECC/S/4HANA systems via SAP NetWeaver RFC SD…
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| 58203 |
test-data-mocking-mcp
Claim
An MCP server that mocks payments, third-party API responses, and test data to …
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| 58204 |
Enables tracking personal finances with Indian Rupee support, adding expenses, …
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| 58205 |
Intigriti MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with the Intigriti bug bo…
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| 58206 |
plus-ai
Claim
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| 58207 |
hyperliquid-mcp
Claim
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
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| 58208 |
outline-wiki-mcp
Claim
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
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| 58209 |
wanderlog-mcp
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| 58210 |
pygdbmi-mcp-server
Claim
Enables dynamic debugging with GDB via the MCP protocol, allowing LLMs to execu…
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| 58211 |
powerBI-mcp
Claim
Automates Power BI dashboard creation by selecting templates, mapping dataset s…
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| 58212 |
remember-memory
Claim
Organize and recall important context across projects. Save key details, retrie…
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| 58213 |
rocketlane-mcp
Claim
Enables AI assistants to query Rocketlane CSM data for project health, team wor…
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| 58214 |
Zernio
Claim
Social APIs for developers and AI agents. Schedule posts, track analytics, answ…
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| 58215 |
horoshop-mcp-server
Claim
An unofficial MCP server that connects AI agents to Horoshop e-commerce stores,…
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| 58216 |
diagnosis-service
Claim
Enables business services to push error logs and generate diagnostic reports us…
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| 58217 |
WavespeedMCP
Claim
Provides a standardized interface for accessing WaveSpeed's image and video gen…
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| 58218 |
mcpcraft
Claim
A lightweight SDK for building Model Context Protocol (MCP) servers with zero-c…
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| 58219 |
TickTick MCP Server
Claim
Enables AI assistants to manage tasks and projects in TickTick through the Tick…
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| 58220 |
kaspi-merchant-mcp
Claim
Enables managing Kaspi Marketplace orders through AI assistants, including list…
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| 58221 |
Resume Forge MCP
Claim
An MCP server for intelligent LaTeX resume generation with multiple templates, …
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| 58222 |
Argus MCP
Claim
Enables AI-powered, zero-trust code review with multiple models, supporting sin…
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| 58223 |
Anfisa OS MCP Server
Claim
A universal MCP layer for Russian-speaking America, enabling AI agents to acces…
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| 58224 |
Intercom MCP Server
Claim
An MCP server that exposes Intercom tools to Claude Desktop and sends a daily s…
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| 58225 |
TeacherAssist-MCP
Claim
AI-powered Teacher Assistance MCP Server for managing student records with Post…
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| 58226 |
PaperCortex
Claim
An MCP server that adds AI-powered document intelligence to Paperless-ngx, enab…
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| 58227 |
DDG MCP2 Server
Claim
A basic MCP server built with FastMCP framework that provides simple utility to…
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| 58228 |
triliumnext-mcp
Claim
A Model Context Protocol (MCP) server for interacting with TriliumNext via its …
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| 58229 |
drug-pipeline-mcp
Claim
Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …
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| 58230 |
Travel Server MCP
Claim
Enables flight search between airports using the Duffel API, returning flight o…
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| 58231 |
TFS MCP Server
Claim
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
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| 58232 |
MQTTX SSE Server
Claim
Enables MQTT broker operations like connect, subscribe, and publish through MCP…
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| 58233 |
sap_2000_api_python_mcp4
Claim
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| 58234 |
Gmail MCP Server
Claim
A Windows-first Python MCP server for Gmail that reads unread emails and create…
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| 58235 |
K-Personal MCP
Claim
A personal desktop automation MCP server providing tools for screen/mouse/keybo…
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| 58236 |
Stream MCP Server
Claim
An MCP server for Evertrust Stream, a PKI platform, allowing LLM clients to man…
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| 58237 |
#docs
Claim
A documentation MCP server, such that you can ask a question like:
- "How do I…
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| 58238 |
An MCP server for managing Google Drive, Docs, Sheets, and Slides with full rea…
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| 58239 |
mcp-redis-monitor
Claim
Read-only Redis monitoring — queue depths by type, Celery queue status, connect…
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| 58240 |
restaurant-mcp
Claim
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
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| 58241 |
MCP server for https://grep.app
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| 58242 |
BrowserMCP Secure
Claim
Security-hardened MCP server that gives AI assistants full control over your re…
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| 58243 |
mingdao-mcp-server
Claim
MCP server for Mingdao Worksheet API. Enables listing worksheets, querying reco…
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| 58244 |
mcp-file-lens
Claim
An MCP server that provides a flexible lens into directory structures and files…
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| 58245 |
filemaker-odata-mcp
Claim
MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
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| 58246 |
prufa-mcp
Claim
Point your coding agent at a URL and get a real-browser QA audit: broken signup…
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| 58247 |
mumuai
Claim
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| 58248 |
billionverify-mcp
Claim
Connects AI assistants to BillionVerify email verification via the Model Contex…
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| 58249 |
Open Context
Claim
AI context management for codebases – enables Claude Code to read, search, and …
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| 58250 |
Claude-OS
Claim
A concise Claude reference bundle for developers, covering commands, MCP server…
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