MCP Server Quality Scores
Independent quality analysis of 59221 public MCP servers
Last updated 1 hour, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4201 |
Enables the generation of branded SVL equipment quote documents in .docx format…
|
B 75 5⁄5 | ||||||||
| 4202 |
OpenGraph.io API integration for extracting OG metadata, taking screenshots, sc…
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B 75 5⁄5 | ||||||||
| 4203 |
Enables AI assistants to interact with Google Cloud Platform resources through …
|
B 75 5⁄5 | ||||||||
| 4204 |
Enables creating and managing Spotify playlists using natural language with adv…
|
B 75 5⁄5 | ||||||||
| 4205 |
MCP Context Bank Server
Claim
Enables AI agents to fetch, search, and retrieve markdown content from remote G…
|
B 75 5⁄5 | ||||||||
| 4206 |
A persistent local vector memory server that allows users to store and search p…
|
B 75 5⁄4 | ||||||||
| 4207 |
Botswana legislation via MCP -- full-text search across statutes and provisions
|
B 75 5⁄4 | ||||||||
| 4208 |
MCP server for maigret, a powerful OSINT tool that collects user account inform…
|
B 75 5⁄5 | ||||||||
| 4209 |
Access 30+ bioinformatics tools from 14 databases.
|
B 75 5⁄5 | ||||||||
| 4210 |
mcp-server-zep-cloud
|
B 75 5⁄5 | ||||||||
| 4211 |
Enables AI assistants to manage VergeCMS blogs through natural language, provid…
|
B 75 5⁄5 | ||||||||
| 4212 |
A specialized MCP server that helps analyze and debug Model Context Protocol lo…
|
B 75 5⁄4 | ||||||||
| 4213 |
MCP Webscan Server
Claim
Enables web content scanning and analysis by fetching, analyzing, and extractin…
|
B 75 5⁄5 | ||||||||
| 4214 |
A Model Context Protocol (MCP) server that provides tools for managing todo ite…
|
B 75 5⁄5 | ||||||||
| 4215 |
A high-performance Model Context Protocol server that enables AI agents to extr…
|
B 75 5⁄5 | ||||||||
| 4216 |
Provides access to Jewish texts from the Sefaria library. This server enables L…
|
B 75 5⁄5 | ||||||||
| 4217 |
MCP server for Google Lighthouse performance metrics
|
B 75 5⁄5 | ||||||||
| 4218 |
A universal browser automation server featuring 63 tools for programmatic Chrom…
|
B 75 5⁄4 | ||||||||
| 4219 |
情景+实体记忆 MCP 服务,为 Claude Code 提供持久化记忆能力
|
B 75 5⁄4 | ||||||||
| 4220 |
Security-first web access for Claude. Sanitizes pages, blocks injection, redact…
|
B 75 4⁄4 | ||||||||
| 4221 |
Enables searching X (formerly Twitter) using xAI's Responses API with support f…
|
B 75 5⁄5 | ||||||||
| 4222 |
Universal data connector for CSV, Postgres, and REST APIs via DuckDB
|
B 75 4⁄4 | ||||||||
| 4223 |
Give your AI agent eyes and hands on any desktop — cross-platform accessibility…
|
B 75 4⁄4 | ||||||||
| 4224 |
@kazuph/mcp-fetch
Claim
Model Context Protocol server for fetching web content and processing images. T…
|
B 75 5⁄5 | ||||||||
| 4225 |
Browse, inspect, convert, and resize images from a local library. Generate thum…
|
B 75 5⁄4 | ||||||||
| 4226 |
Enables automated grading of student homework images using Qwen3-VL multimodal …
|
B 75 5⁄5 | ||||||||
| 4227 |
Enables AI agents to manage email newsletters and contacts via Resend, includin…
|
B 75 5⁄5 | ||||||||
| 4228 |
ByteDance Volcano Engine (Doubao) MCP server
|
B 75 5⁄4 | ||||||||
| 4229 |
Ticketmaster MCP Server
Claim
Enable seamless integration of Ticketmaster data and services into your applica…
|
B 75 5⁄4 | ||||||||
| 4230 |
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGr…
|
B 75 5⁄4 | ||||||||
| 4231 |
Kubernetes cluster operations through MCP
|
B 75 5⁄5 | ||||||||
| 4232 |
An MCP server that provides comprehensive tools for managing iOS simulators, in…
|
B 75 5⁄4 | ||||||||
| 4233 |
TerminusAI
Claim
Execute terminal commands locally or remotely via SSH with session persistence …
|
B 75 5⁄4 | ||||||||
| 4234 |
A Model Context Protocol Server connector for Bitrefill public API, to enable A…
|
B 75 5⁄5 | ||||||||
| 4235 |
Connects AI agents to the PayBot payment infrastructure, enabling automated USD…
|
B 75 5⁄5 | ||||||||
| 4236 |
Enables AI assistants to interact with QuestDB time-series databases through to…
|
B 75 5⁄5 | ||||||||
| 4237 |
Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bo…
|
B 75 5⁄5 | ||||||||
| 4238 |
An AI memory system that creates isolated, persistent memory banks for each cod…
|
B 75 5⁄5 | ||||||||
| 4239 |
Enables interaction with Azure AI Foundry services through a unified interface …
|
B 75 5⁄5 | ||||||||
| 4240 |
Enables interaction with Shopify store data through the GraphQL Admin API, supp…
|
B 75 5⁄5 | ||||||||
| 4241 |
A chatbot implementation compatible with MCP (terminal / streamlit supported)
|
B 75 5⁄4 | ||||||||
| 4242 |
Enables AI agents to traverse SysML v2 model graphs, query requirements, and pe…
|
B 75 5⁄4 | ||||||||
| 4243 |
DateTime MCP Server
Claim
Provides the current date and time in the user's timezone through a simple tool…
|
B 75 5⁄4 | ||||||||
| 4244 |
This is a MCP server that implements an unreasonable thinking system. It helps …
|
B 75 5⁄4 | ||||||||
| 4245 |
This MCP server provides a tool to download entire websites using wget. It pres…
|
B 75 5⁄5 | ||||||||
| 4246 |
Provides programmatic access to municipal codes, ordinances, and zoning regulat…
|
B 75 5⁄5 | ||||||||
| 4247 |
Enables Google Workspace administration through the GAM CLI, allowing Claude to…
|
B 75 5⁄4 | ||||||||
| 4248 |
A Discord MCP server that enables AI assistants to interact with Discord platfo…
|
B 75 5⁄5 | ||||||||
| 4249 |
Automatically crawls documentation websites, converts them to organized markdow…
|
B 75 5⁄5 | ||||||||
| 4250 |
Enables integration with Beagle Security API for managing security testing proj…
|
B 75 5⁄5 | ||||||||