MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 3 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24201 |
Enables working with large documents of any size by intelligently segmenting th…
|
D 53 4⁄3 | ||||||||
| 24202 |
An MCP server that enables interaction with Google Custom Search API through na…
|
D 53 4⁄3 | ||||||||
| 24203 |
Provides a Model Context Protocol server for managing shipping orders and addre…
|
D 53 4⁄4 | ||||||||
| 24204 |
MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer …
|
D 53 4⁄4 | ||||||||
| 24205 |
Enables integrated search and ordering across eight pharmaceutical wholesalers …
|
D 53 4⁄3 | ||||||||
| 24206 |
A Model Context Protocol (MCP) application for automated GitHub PR analysis and…
|
D 53 5⁄5 | ||||||||
| 24207 |
A Model Context Protocol server that converts Solidity bytecode into functional…
|
D 53 4⁄4 | ||||||||
| 24208 |
An MCP server that automates converting diverse content sources like WeChat art…
|
D 53 4⁄4 | ||||||||
| 24209 |
Supabase MCP Server
Claim
Enables AI agents to access and manage Supabase projects through the Model Cont…
|
D 53 4⁄4 | ||||||||
| 24210 |
MCP server that will proxy to your gRPC backends via reflection or descriptors …
|
D 53 4⁄3 | ||||||||
| 24211 |
An MCP server that enables interaction with Twilio Frontline API for customer c…
|
D 53 4⁄4 | ||||||||
| 24212 |
Learn GenAI and Agentic AI from Zero to Production
|
D 53 3⁄3 | ||||||||
| 24213 |
Provides powerful Markdown document editing capabilities with thread-safe opera…
|
D 53 4⁄4 | ||||||||
| 24214 |
RentSmart MCP
Claim
Enables users to generate rental agreements and receipts as PDFs through an AI-…
|
D 53 4⁄4 | ||||||||
| 24215 |
awesome-mcp-servers
Claim
A curated list of excellent Model Context Protocol (MCP) servers.
|
D 53 3⁄3 | ||||||||
| 24216 |
Model Context Protocol server that enables API test automation across various A…
|
D 53 4⁄3 | ||||||||
| 24217 |
A multi-agent system that analyzes meeting transcripts to generate summaries, e…
|
D 53 4⁄4 | ||||||||
| 24218 |
Enables interaction with the Turbopuffer vector database, providing tools for m…
|
D 53 4⁄3 | ||||||||
| 24219 |
A third-party MCP server for interacting with HashiCorp Vault to manage ACL pol…
|
D 53 4⁄4 | ||||||||
| 24220 |
twitch-mcp
Claim
This project is a fork and expansion of TomCools' Twitch MCP Server, which impl…
|
D 53 4⁄4 | ||||||||
| 24221 |
MCP server for the Reddit Ads API. List accounts, campaigns, ads, and pull repo…
|
D 53 3⁄3 | ||||||||
| 24222 |
Provides instant access to 700+ programming documentation sources and creates i…
|
D 53 4⁄4 | ||||||||
| 24223 |
MCP server for managing and serving dynamic prompt templates using elegant and …
|
D 53 4⁄3 | ||||||||
| 24224 |
bio-agents-mcp
Claim
MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), w…
|
D 53 4⁄3 | ||||||||
| 24225 |
Enables access to comprehensive Indian stock market data from the NSE and BSE, …
|
D 53 4⁄4 | ||||||||
| 24226 |
RAG MCP Server
Claim
An API that enables document querying through a Retrieval-Augmented Generation …
|
D 53 4⁄4 | ||||||||
| 24227 |
A middleware server that intelligently routes AI model queries to appropriate d…
|
D 53 4⁄4 | ||||||||
| 24228 |
A server that allows AI agents to query and retrieve information about upcoming…
|
D 53 4⁄4 | ||||||||
| 24229 |
Tech News Update Agent
Claim
A FastAPI backend that integrates with ElevenLabs MCP to create an AI agent cap…
|
D 53 4⁄4 | ||||||||
| 24230 |
MCP Server for Nova Poshta API integration with AI assistants
|
D 53 4⁄3 | ||||||||
| 24231 |
An MCP (Multi-Agent Conversation Protocol) Server that provides an interface to…
|
D 53 4⁄3 | ||||||||
| 24232 |
An MCP server for accessing the Fotocasa1 API to search real estate listings an…
|
D 53 4⁄4 | ||||||||
| 24233 |
awesome-mcp
Claim
A collection of mcp servers/client/sdks
|
D 53 3⁄3 | ||||||||
| 24234 |
Enables interaction with Zoom services through the Zoom API. Provides access to…
|
D 53 4⁄4 | ||||||||
| 24235 |
A Google Calendar MCP server that provides comprehensive tools for managing cal…
|
D 53 4⁄4 | ||||||||
| 24236 |
A self-contained Memory server with single-binary architecture (embedded DB & m…
|
D 53 4⁄3 | ||||||||
| 24237 |
PIXRA
Claim
Pixelize the real world on-chain
|
D 53 4⁄3 | ||||||||
| 24238 |
gpt2099.nu
Claim
a Nushell cross.stream extension to interact with LLMs and MCP servers
|
D 53 4⁄3 | ||||||||
| 24239 |
MCP4All
Claim
Enables automatic documentation of GitHub projects as blog posts by fetching re…
|
D 53 4⁄4 | ||||||||
| 24240 |
A Model Context Protocol server that extends AI capabilities by providing tools…
|
D 53 4⁄3 | ||||||||
| 24241 |
Provides AI security guardrails through Javelin's platform to detect harmful co…
|
D 53 4⁄4 | ||||||||
| 24242 |
|
D 53 3⁄3 | ||||||||
| 24243 |
mcp-open-webresearch
Claim
A proxy-aware MCP server that enables web searching across multiple engines and…
|
D 53 4⁄4 | ||||||||
| 24244 |
A high-performance MCP server for expert discovery, registration, and context i…
|
D 53 4⁄4 | ||||||||
| 24245 |
Enables AI models to interact with Jira using a standardized protocol, offering…
|
D 53 4⁄4 | ||||||||
| 24246 |
MCP Server Chart MinIO
Claim
基于 NestJS 的图表生成服务，集成 MinIO 对象存储，支持 22+ 种图表类型的服务器端渲染。
|
D 53 4⁄3 | ||||||||
| 24247 |
Aspire.MCP.Sample
Claim
Sample MCP Server and MCP client with Aspire
|
D 53 4⁄3 | ||||||||
| 24248 |
Azure DevOps MCP Server
Claim
Enables AI assistants to interact with Azure DevOps repositories and pull reque…
|
D 53 4⁄4 | ||||||||
| 24249 |
A Model Context Protocol server that allows interaction with TestRail's core en…
|
D 53 4⁄4 | ||||||||
| 24250 |
Enables users to interact with Apache Airflow orchestration platform through na…
|
D 53 4⁄4 | ||||||||