MCP Server Quality Scores
Independent quality analysis of 61551 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31401 |
Profiles MCP Server
Claim
Enables building RudderStack Profiles projects using natural language through A…
|
— | ||||||||
| 31402 |
custom-agent
Claim
|
— | ||||||||
| 31403 |
Enables AI-powered Kubernetes management using natural language, supporting kub…
|
— | ||||||||
| 31404 |
NEAR Liquid Staking
Claim
MCP server enabling Claude to interact with NEAR liquid staking protocols Meta …
|
— | ||||||||
| 31405 |
Anfisa OS MCP Server
Claim
A universal MCP layer for Russian-speaking America, enabling AI agents to acces…
|
— | ||||||||
| 31406 |
agentic_commerce
Claim
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
|
— | ||||||||
| 31407 |
drug-pipeline-mcp
Claim
Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …
|
— | ||||||||
| 31408 |
TypeSpec MCP Server
Claim
Enables building MCP servers using TypeSpec, with tools for learning, scaffoldi…
|
— | ||||||||
| 31409 |
Nextdev MCP
Claim
Recommends APIs to AI agents based on agent-readiness and use-case keyword over…
|
— | ||||||||
| 31410 |
Argus MCP
Claim
Enables AI-powered, zero-trust code review with multiple models, supporting sin…
|
— | ||||||||
| 31411 |
Resume Forge MCP
Claim
An MCP server for intelligent LaTeX resume generation with multiple templates, …
|
— | ||||||||
| 31412 |
nougat-mcp
Claim
Provides high-fidelity OCR for scientific PDFs using Meta's Nougat, with output…
|
— | ||||||||
| 31413 |
mcpcraft
Claim
A lightweight SDK for building Model Context Protocol (MCP) servers with zero-c…
|
— | ||||||||
| 31414 |
kaspi-merchant-mcp
Claim
Enables managing Kaspi Marketplace orders through AI assistants, including list…
|
— | ||||||||
| 31415 |
GitHub Stars MCP Server
Claim
Enables natural language search and querying of your GitHub starred repositorie…
|
— | ||||||||
| 31416 |
diagnosis-service
Claim
Enables business services to push error logs and generate diagnostic reports us…
|
— | ||||||||
| 31417 |
horoshop-mcp-server
Claim
An unofficial MCP server that connects AI agents to Horoshop e-commerce stores,…
|
— | ||||||||
| 31418 |
M3
Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
|
— | ||||||||
| 31419 |
FAL Imagen 4 MCP Server
Claim
Enables high-quality image generation using Google's Imagen 4 Ultra model via t…
|
— | ||||||||
| 31420 |
xiaohongshu-mcp-py
Claim
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
|
— | ||||||||
| 31421 |
instantKOM MCP Server
Claim
Enables AI assistants to manage instantKOM messenger platform resources (channe…
|
— | ||||||||
| 31422 |
ScoutAgent
Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
|
— | ||||||||
| 31423 |
Provides AI assistants with access to WordPress Design System component informa…
|
— | ||||||||
| 31424 |
ChEMBL-MCP-Server
Claim
A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
|
— | ||||||||
| 31425 |
rocketlane-mcp
Claim
Enables AI assistants to query Rocketlane CSM data for project health, team wor…
|
— | ||||||||
| 31426 |
postman-mcp-server
Claim
Enables AI assistants to create, manage, and interact with Postman collections,…
|
— | ||||||||
| 31427 |
pygdbmi-mcp-server
Claim
Enables dynamic debugging with GDB via the MCP protocol, allowing LLMs to execu…
|
— | ||||||||
| 31428 |
outline-wiki-mcp
Claim
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
|
— | ||||||||
| 31429 |
popcorn
Claim
An MCP server that enables AI agents to analyze videos locally by extracting tr…
|
— | ||||||||
| 31430 |
Linear MCP Server
Claim
Enables interaction with Linear workspace through the Model Context Protocol, s…
|
— | ||||||||
| 31431 |
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
|
— | ||||||||
| 31432 |
DataPacket MCP Server
Claim
An MCP server that provides access to the DataPacket GraphQL API, enabling LLMs…
|
— | ||||||||
| 31433 |
hyperliquid-mcp
Claim
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
|
— | ||||||||
| 31434 |
Files MCP Server
Claim
An MCP server for local testing that enables file management operations, requir…
|
— | ||||||||
| 31435 |
Intigriti MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with the Intigriti bug bo…
|
— | ||||||||
| 31436 |
StraitsX MCP Server
Claim
Provides bilingual (English/Chinese) access to StraitsX payment API documentati…
|
— | ||||||||
| 31437 |
Enables tracking personal finances with Indian Rupee support, adding expenses, …
|
— | ||||||||
| 31438 |
weather-mcp
Claim
Provides US weather alerts and forecasts via the National Weather Service API.
|
— | ||||||||
| 31439 |
Jira MCP Server
Claim
A production-ready server that automatically exposes your entire Jira instance …
|
— | ||||||||
| 31440 |
ShippingRates MCP
Claim
Ocean container shipping intelligence for AI agents. 24 MCP tools covering:
- …
|
— | ||||||||
| 31441 |
open-payments-mcp
Claim
Enables Open Payments operations such as creating incoming payments, quotes, an…
|
— | ||||||||
| 31442 |
mcp-webgate
Claim
Web search that doesn't wreck your AI's memory.
|
— | ||||||||
| 31443 |
code-sandbox-mcp
Claim
MCP server for E2B code sandbox, enabling creation, management, and execution o…
|
— | ||||||||
| 31444 |
memxus
Claim
Multi-platform AI memory for individuals, groups and teams. One save, recall ev…
|
— | ||||||||
| 31445 |
sevdesk MCP Server
Claim
Enables management of sevdesk accounting and invoicing tasks including contacts…
|
— | ||||||||
| 31446 |
mcp-manimgl
Claim
Exposes manimgl mathematical animation functionality as MCP tools, enabling LLM…
|
— | ||||||||
| 31447 |
Terragrunt MCP Server
Claim
Provides comprehensive Terragrunt documentation, configuration generation, and …
|
— | ||||||||
| 31448 |
Canvas MCP Server
Claim
Enables AI assistants to manage Canvas LMS courses, announcements, rubrics, ass…
|
— | ||||||||
| 31449 |
Agent Room
Claim
A multi-agent collaboration layer for AI coding agents enabling real-time commu…
|
— | ||||||||
| 31450 |
Postio
Claim
UK address (Royal Mail PAF), email, and phone (live HLR carrier) validation via…
|
— | ||||||||