MCP Server Quality Scores
Independent quality analysis of 64872 public MCP servers
Last updated 1 hour, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28001 |
Exposes any stdio-based MCP server to the internet via HTTP/SSE transport, enab…
|
D 54 3⁄4 | ||||||||
| 28002 |
An MCP server for inspecting and interacting with Pydantic models and Python ty…
|
D 54 3⁄4 | ||||||||
| 28003 |
An MCP server for managing and executing AI agents on the Spaceship AI platform…
|
D 54 3⁄4 | ||||||||
| 28004 |
Provides tools to generate SVG vector graphics from text prompts and convert ra…
|
D 54 3⁄4 | ||||||||
| 28005 |
Non-custodial HD wallet API for AI agents. Generate wallets on 6 chains (ETH, B…
|
D 54 3⁄4 | ||||||||
| 28006 |
Provides a suite of 33 tools for interacting with Tencent Cloud Log Service (CL…
|
D 54 3⁄4 | ||||||||
| 28007 |
A template for deploying remote Model Context Protocol (MCP) servers to Cloudfl…
|
D 54 3⁄4 | ||||||||
| 28008 |
A weather query MCP server providing current weather, forecasts, temperature co…
|
D 54 3⁄4 | ||||||||
| 28009 |
Remote MCP Server
Claim
Deploy a remote MCP server on Cloudflare Workers without authentication, allowi…
|
D 54 3⁄4 | ||||||||
| 28010 |
Enables reading and analyzing Confluence documentation content through the Conf…
|
D 54 3⁄4 | ||||||||
| 28011 |
Memory Nexus
Claim
Persistent memory and handoff intelligence layer for MCP agents. Most memory se…
|
D 54 3⁄4 | ||||||||
| 28012 |
Provides tools to search and retrieve detailed documentation for the Kiwoom RES…
|
D 54 3⁄4 | ||||||||
| 28013 |
A deployment template for hosting remote Model Context Protocol servers on Clou…
|
D 54 3⁄4 | ||||||||
| 28014 |
Enables AI agents to query and introspect MongoDB databases through find, aggre…
|
D 54 3⁄4 | ||||||||
| 28015 |
An MCP server that enables AI-powered browser automation, web scraping, and tes…
|
D 54 3⁄4 | ||||||||
| 28016 |
An MCP server that enables AI agents to safely explore and interact with MySQL …
|
D 53 3⁄4 | ||||||||
| 28017 |
MemLayer
Claim
Agent learning infrastructure that captures experience, surfaces what works, an…
|
D 53 3⁄4 | ||||||||
| 28018 |
MCPDischarge
Claim
Enables automated cross-department healthcare discharge coordination using MCP,…
|
D 53 3⁄4 | ||||||||
| 28019 |
Nexlayer MCP
Claim
Agentic cloud platform with 45+ MCP tools. Deploy any containerized stack, debu…
|
D 53 3⁄4 | ||||||||
| 28020 |
An MCP server for AI-powered API testing that enables automated positive, negat…
|
D 53 3⁄4 | ||||||||
| 28021 |
An MCP server that enables Claude to directly access and manage email through I…
|
D 53 3⁄4 | ||||||||
| 28022 |
Petamind MCP
Claim
Enables agentic coding workflows in Claude Code through a multi-candidate patch…
|
D 53 3⁄4 | ||||||||
| 28023 |
An MCP server that provides access to Northwood Capital Partners' portfolio car…
|
D 53 3⁄4 | ||||||||
| 28024 |
MCP server for UK Freedom of Information research. Connects AI assistants to Wh…
|
D 53 3⁄4 | ||||||||
| 28025 |
Enables network management through Cisco Catalyst Center, providing tools for m…
|
D 53 3⁄4 | ||||||||
| 28026 |
An MCP server that provides secure, read-only access to the TrakSYS manufacturi…
|
D 53 3⁄4 | ||||||||
| 28027 |
mcp_command-line_tool
Claim
mcp\_command-line\_tool
|
D 53 3⁄4 | ||||||||
| 28028 |
An MCP server that enables AI agents to participate in Silicopedia discussions …
|
D 53 3⁄4 | ||||||||
| 28029 |
Bailian Voice Clone MCP
Claim
Enables voice cloning and speech synthesis through Alibaba Cloud's Bailian and …
|
D 53 3⁄4 | ||||||||
| 28030 |
Enables interaction with S2 StreamStore to manage basins, access tokens, and da…
|
D 53 3⁄4 | ||||||||
| 28031 |
MCP server for querying Brazilian CNPJ company data, including partner graphs, …
|
D 53 3⁄4 | ||||||||
| 28032 |
A general-purpose MCP server providing web search, persistent memory storage, a…
|
D 53 3⁄4 | ||||||||
| 28033 |
Korean-Japanese bilingual community. Read public posts/comments, route Korea/Ja…
|
D 53 3⁄5 | ||||||||
| 28034 |
An MCP server that enables AI assistants to manage Tiny Tiny RSS feeds, includi…
|
D 53 3⁄4 | ||||||||
| 28035 |
CreateOS MCP
Claim
Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, env…
|
D 53 3⁄4 | ||||||||
| 28036 |
Retrieves comprehensive patient information including personal details, insuran…
|
D 53 3⁄4 | ||||||||
| 28037 |
A Model Context Protocol server that converts Solidity bytecode into functional…
|
D 52 3⁄4 | ||||||||
| 28038 |
Eversince MCP Server
Claim
A creative agent that plans and executes across image, video, and audio. Uses 3…
|
D 52 3⁄4 | ||||||||
| 28039 |
Ava MCP Adapter
Claim
A REST bridge that exposes Ava Agent's AI capabilities as MCP tools, enabling i…
|
D 52 3⁄4 | ||||||||
| 28040 |
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
|
D 52 3⁄4 | ||||||||
| 28041 |
mcp-server-aistor
Claim
Official MCP server for AIStor
|
D 52 3⁄4 | ||||||||
| 28042 |
A Model Context Protocol server that connects AI assistants to OpenCTI threat i…
|
D 52 3⁄4 | ||||||||
| 28043 |
QRcodly
Claim
Create, manage, and share QR codes and short URLs
|
D 52 4⁄5 | ||||||||
| 28044 |
An MCP server that enables users to control a full Chrome browser running in a …
|
D 52 3⁄4 | ||||||||
| 28045 |
A Model Context Protocol server that connects AI assistants to MISP threat inte…
|
D 52 3⁄4 | ||||||||
| 28046 |
A Model Context Protocol server that provides AI assistants like Claude with fu…
|
D 52 3⁄4 | ||||||||
| 28047 |
Cloud-hosted MCP server for URnetwork VPN and Proxy
|
D 52 3⁄5 | ||||||||
| 28048 |
MCP server for AI-assisted WordPress editing across 12 page builders. 172 tools…
|
D 52 3⁄4 | ||||||||
| 28049 |
An MCP server that enables full management of WikiJS instances, supporting oper…
|
D 52 3⁄4 | ||||||||
| 28050 |
AdWeave Meta Ads
Claim
Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insi…
|
D 52 3⁄4 | ||||||||