MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24051 |
A Model Context Protocol server that provides an interface for AI models to int…
|
C 55 4⁄4 | ||||||||
| 24052 |
openclaw-superpowers
Claim
44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron schedu…
|
C 55 4⁄3 | ||||||||
| 24053 |
A dual-server MCP system with PostgreSQL integration that provides financial to…
|
C 55 4⁄3 | ||||||||
| 24054 |
MCP Document Processor
Claim
An intelligent document processing system that automatically classifies, extrac…
|
C 55 4⁄4 | ||||||||
| 24055 |
Automatically converts OpenAPI specifications into Model Context Protocol appli…
|
C 55 4⁄4 | ||||||||
| 24056 |
Enables discovery, registration, and management of external API endpoints throu…
|
C 55 4⁄4 | ||||||||
| 24057 |
ai-workshop
Claim
Building GenAI Apps in C#: AI Templates, GitHub Models, Azure OpenAI & More
|
C 55 4⁄3 | ||||||||
| 24058 |
Provides Multi-Agent Conversation Protocol interface for the SoundCloud API, en…
|
C 55 4⁄4 | ||||||||
| 24059 |
MCP server for Google Ads — 22 tools for spend diagnosis, impression share, and…
|
C 55 3⁄3 | ||||||||
| 24060 |
|
C 55 3⁄3 | ||||||||
| 24061 |
A TypeScript-based MCP server scaffold designed for monitoring and interacting …
|
C 55 4⁄4 | ||||||||
| 24062 |
Enables calculation of European option prices and Greeks (like Delta, Vega, The…
|
C 55 4⁄4 | ||||||||
| 24063 |
MCP server for Wildberries Seller API — products, orders, supplies, analytics, …
|
C 55 3⁄3 | ||||||||
| 24064 |
A server that enables AI assistants to interact with LinkedIn programmatically …
|
C 55 4⁄4 | ||||||||
| 24065 |
MCP Server
Claim
Provides custom tools for news search, user profile management, and mathematica…
|
C 55 4⁄3 | ||||||||
| 24066 |
Enables secure querying of analytics data stored in AWS Athena/S3 through natur…
|
C 55 4⁄4 | ||||||||
| 24067 |
|
C 55 4⁄3 | ||||||||
| 24068 |
An extension that allows Large Language Models to interact with and analyze Act…
|
C 55 4⁄4 | ||||||||
| 24069 |
A containerized service that enables MCP clients to interact with data and perf…
|
C 55 4⁄4 | ||||||||
| 24070 |
MCP Fullstack
Claim
A comprehensive operations platform providing browser automation, web search/cr…
|
C 55 4⁄4 | ||||||||
| 24071 |
Enables AI agents to manage personal expenses through natural language conversa…
|
D 54 4⁄4 | ||||||||
| 24072 |
SuiAgentic
Claim
A FastAPI-based application that enables document embedding and semantic retrie…
|
D 54 4⁄4 | ||||||||
| 24073 |
boltmcp
Claim
Enterprise-grade MCP orchestration platform to create, deploy, and manage custo…
|
D 54 3⁄3 | ||||||||
| 24074 |
amiready-ai
Claim
|
D 54 4⁄3 | ||||||||
| 24075 |
A Solana blockchain interaction server that allows AI tools to query blockchain…
|
D 54 4⁄4 | ||||||||
| 24076 |
A Multi-Agent Conversation Protocol Server that provides access to Google's Loc…
|
D 54 4⁄4 | ||||||||
| 24077 |
Agience
Claim
MCP-native workspace for turning live work into durable knowledge.
|
D 54 4⁄3 | ||||||||
| 24078 |
Enables comprehensive control of iOS simulators and real devices through AI ass…
|
D 54 4⁄3 | ||||||||
| 24079 |
Bytemine MCP Server – Search 130M+ B2B contacts and enrich profiles with verifi…
|
D 54 3⁄3 | ||||||||
| 24080 |
Enables LLMs to interact with Atlassian Jira Data Center through natural langua…
|
D 54 4⁄4 | ||||||||
| 24081 |
Enables interaction with AWS S3 through MCP, supporting bucket and object manag…
|
D 54 4⁄4 | ||||||||
| 24082 |
Enables comprehensive video and audio processing using FFmpeg, supporting tasks…
|
D 54 4⁄3 | ||||||||
| 24083 |
Raworc MCP Server
Claim
Enables AI assistants to interact with Raworc's agent runtime platform through …
|
D 54 4⁄4 | ||||||||
| 24084 | D 54 4⁄3 | |||||||||
| 24085 |
A Multi-Agent Conversation Protocol server that provides a standardized interfa…
|
D 54 4⁄3 | ||||||||
| 24086 |
A Model Context Protocol server that provides AI coding assistants with direct …
|
D 54 4⁄4 | ||||||||
| 24087 |
Enables AI agents to manage Umbraco CMS content through natural language, inclu…
|
D 54 4⁄3 | ||||||||
| 24088 |
A search service based on multiple image APIs and icon generation capabilities,…
|
D 54 4⁄4 | ||||||||
| 24089 |
Tools and resources for writing Effect code in Typescript.
|
D 54 4⁄4 | ||||||||
| 24090 |
An MCP server and CLI tool that transforms codebases into AI-ready context thro…
|
D 54 4⁄4 | ||||||||
| 24091 |
A local vector database system that provides LLM coding agents with fast, effic…
|
D 54 4⁄3 | ||||||||
| 24092 |
An MCP tool server that provides stateful, TUI-compatible terminal sessions.
|
D 54 4⁄3 | ||||||||
| 24093 |
Enables AI agents to interact with the o2 Exchange on the Fuel Network to perfo…
|
D 54 4⁄4 | ||||||||
| 24094 |
A lightweight bridge extension that enables Claude Desktop to connect to VSCode…
|
D 54 4⁄3 | ||||||||
| 24095 |
Enables AI assistants to create, validate, and visualize ArchiMate 3.2 enterpri…
|
D 54 4⁄4 | ||||||||
| 24096 |
kitwork
Claim
Automate kit workflows effortlessly with a lightweight, high-performance, fast,…
|
D 54 4⁄3 | ||||||||
| 24097 |
|
D 54 3⁄3 | ||||||||
| 24098 |
Enables AI agents to manage server infrastructure through the 1Panel API, inclu…
|
D 54 4⁄4 | ||||||||
| 24099 |
Enables AI assistants to generate images, text, and audio content through the P…
|
D 54 4⁄4 | ||||||||
| 24100 |
A Multi-Agent Conversation Protocol server that enables interaction with the Cl…
|
D 54 4⁄4 | ||||||||
