MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28501 |
An MCP server that enables AI-powered browser automation, web scraping, and tes…
|
D 54 3⁄4 | ||||||||
| 28502 |
Provides tools to search and retrieve detailed documentation for the Kiwoom RES…
|
D 54 3⁄4 | ||||||||
| 28503 |
A deployment template for hosting remote Model Context Protocol servers on Clou…
|
D 54 3⁄4 | ||||||||
| 28504 |
Provides a suite of 33 tools for interacting with Tencent Cloud Log Service (CL…
|
D 54 3⁄4 | ||||||||
| 28505 |
paki-curator
Claim
Remote MCP server (streamable HTTP) for César Yagüe's Visual Medicine art catal…
|
D 54 3⁄4 | ||||||||
| 28506 |
Enables teams to create a shared knowledge base where members can store, search…
|
D 54 5⁄6 | ||||||||
| 28507 |
An MCP server that enables users to automatically tailor LibreOffice resumes by…
|
D 54 3⁄4 | ||||||||
| 28508 |
A weather query MCP server providing current weather, forecasts, temperature co…
|
D 54 3⁄4 | ||||||||
| 28509 |
Enables reading and analyzing Confluence documentation content through the Conf…
|
D 54 3⁄4 | ||||||||
| 28510 |
Provides real-time Argentine dollar exchange rates to Claude, including blue, o…
|
D 54 3⁄4 | ||||||||
| 28511 |
An MCP server for inspecting and interacting with Pydantic models and Python ty…
|
D 54 3⁄4 | ||||||||
| 28512 |
Enables AI agents to query and introspect MongoDB databases through find, aggre…
|
D 54 3⁄4 | ||||||||
| 28513 |
A Model Context Protocol server for interacting with Lanzou Cloud storage. It p…
|
D 54 3⁄4 | ||||||||
| 28514 |
Provides tools to generate SVG vector graphics from text prompts and convert ra…
|
D 54 3⁄4 | ||||||||
| 28515 |
MCP-PIF Server
Claim
This server implements the Model Context Protocol to facilitate meaningful inte…
|
D 54 3⁄4 | ||||||||
| 28516 |
Non-custodial HD wallet API for AI agents. Generate wallets on 6 chains (ETH, B…
|
D 54 3⁄4 | ||||||||
| 28517 |
This MCP server enables Claude Desktop to create, visualize, and simulate quant…
|
D 54 3⁄4 | ||||||||
| 28518 |
A Model Context Protocol server that enables users to control and interact with…
|
D 54 3⁄4 | ||||||||
| 28519 |
AI oracle: BTC/ETH/SOL signals, Polymarket edges, congressional trades. x402 $0…
|
D 54 3⁄5 | ||||||||
| 28520 |
An MCP server for managing and executing AI agents on the Spaceship AI platform…
|
D 54 3⁄4 | ||||||||
| 28521 |
Exposes any stdio-based MCP server to the internet via HTTP/SSE transport, enab…
|
D 54 3⁄4 | ||||||||
| 28522 |
MCP server that enables searching, fetching, and navigating LibreTexts open tex…
|
D 54 3⁄4 | ||||||||
| 28523 |
Memory Nexus
Claim
Persistent memory and handoff intelligence layer for MCP agents. Most memory se…
|
D 54 3⁄4 | ||||||||
| 28524 |
An MCP server that provides secure, read-only access to the TrakSYS manufacturi…
|
D 53 3⁄4 | ||||||||
| 28525 |
Nexlayer MCP
Claim
Agentic cloud platform with 45+ MCP tools. Deploy any containerized stack, debu…
|
D 53 3⁄4 | ||||||||
| 28526 |
MCPDischarge
Claim
Enables automated cross-department healthcare discharge coordination using MCP,…
|
D 53 3⁄4 | ||||||||
| 28527 |
MemLayer
Claim
Agent learning infrastructure that captures experience, surfaces what works, an…
|
D 53 3⁄4 | ||||||||
| 28528 |
An MCP server that provides access to Northwood Capital Partners' portfolio car…
|
D 53 3⁄4 | ||||||||
| 28529 |
Help estimating move size, inventory and quotes for house or office movers.
|
D 53 3⁄5 | ||||||||
| 28530 |
An MCP server that enables AI agents to safely explore and interact with MySQL …
|
D 53 3⁄4 | ||||||||
| 28531 |
Enables network management through Cisco Catalyst Center, providing tools for m…
|
D 53 3⁄4 | ||||||||
| 28532 |
A general-purpose MCP server providing web search, persistent memory storage, a…
|
D 53 3⁄4 | ||||||||
| 28533 |
Retrieves comprehensive patient information including personal details, insuran…
|
D 53 3⁄4 | ||||||||
| 28534 |
An MCP server that enables AI agents to participate in Silicopedia discussions …
|
D 53 3⁄4 | ||||||||
| 28535 |
MCP server for querying Brazilian CNPJ company data, including partner graphs, …
|
D 53 3⁄4 | ||||||||
| 28536 |
Bailian Voice Clone MCP
Claim
Enables voice cloning and speech synthesis through Alibaba Cloud's Bailian and …
|
D 53 3⁄4 | ||||||||
| 28537 |
MCP server for UK Freedom of Information research. Connects AI assistants to Wh…
|
D 53 3⁄4 | ||||||||
| 28538 |
Petamind MCP
Claim
Enables agentic coding workflows in Claude Code through a multi-candidate patch…
|
D 53 3⁄4 | ||||||||
| 28539 |
mcp_command-line_tool
Claim
mcp\_command-line\_tool
|
D 53 3⁄4 | ||||||||
| 28540 |
Korean-Japanese bilingual community. Read public posts/comments, route Korea/Ja…
|
D 53 3⁄5 | ||||||||
| 28541 |
CreateOS MCP
Claim
Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, env…
|
D 53 3⁄4 | ||||||||
| 28542 |
Fashion product discovery and virtual try-on via the Glance catalog
|
D 53 2⁄5 | ||||||||
| 28543 |
An MCP server for AI-powered API testing that enables automated positive, negat…
|
D 53 3⁄4 | ||||||||
| 28544 |
Pay-per-call safety guards for AI agents: injection, tool-call, signing, secret…
|
D 53 2⁄5 | ||||||||
| 28545 |
Search 13.7M+ USPTO trademarks. Clearance, phonetic matching, TTAB stats, analy…
|
D 53 3⁄5 | ||||||||
| 28546 |
An MCP server that enables Claude to directly access and manage email through I…
|
D 53 3⁄4 | ||||||||
| 28547 |
Enables interaction with S2 StreamStore to manage basins, access tokens, and da…
|
D 53 3⁄4 | ||||||||
| 28548 |
Shared task queue for humans and AI agents: leases, handoffs, approvals and sig…
|
D 53 2⁄5 | ||||||||
| 28549 |
An MCP server that enables AI assistants to manage Tiny Tiny RSS feeds, includi…
|
D 53 3⁄4 | ||||||||
| 28550 |
Eversince MCP Server
Claim
A creative agent that plans and executes across image, video, and audio. Uses 3…
|
D 52 3⁄4 | ||||||||