MCP Server Quality Scores
Independent quality analysis of 59221 public MCP servers
Last updated 2 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4501 |
An MCP server that automates TimeCard timesheet management using Playwright bro…
|
B 74 5⁄5 | ||||||||
| 4502 |
Enables users to manage their notes on NotesKeep directly through Claude Code o…
|
B 74 5⁄5 | ||||||||
| 4503 |
Enables interaction with Marinade Finance on Solana, supporting liquid staking …
|
B 74 5⁄5 | ||||||||
| 4504 |
CodeSavant
Claim
Provides code manipulation, execution, and version control capabilities. It all…
|
B 74 5⁄4 | ||||||||
| 4505 |
A standardized testing harness for MCP servers and agent workflows
|
B 74 4⁄4 | ||||||||
| 4506 |
A lightweight but powerful server that enables AI assistants to execute AWS CLI…
|
B 74 5⁄5 | ||||||||
| 4507 |
A server providing tools to read, write, and edit Microsoft Word (docx) files t…
|
B 74 5⁄4 | ||||||||
| 4508 |
x402 payment processor for AI agents. Sub-400ms settlement on Solana + 7 EVM ch…
|
B 74 5⁄5 | ||||||||
| 4509 |
|
B 74 5⁄4 | ||||||||
| 4510 |
Enables integration with Oomol Connect for executing tasks, managing blocks and…
|
B 74 5⁄5 | ||||||||
| 4511 |
An MCP server that enables AI assistants to create and manage persistent SQLite…
|
B 74 5⁄4 | ||||||||
| 4512 |
rust-research-mcp
Claim
An MCP server for academic research that enables paper search across 14 sources…
|
B 74 5⁄4 | ||||||||
| 4513 |
A framework for building and querying temporally-aware knowledge graphs that al…
|
B 74 5⁄5 | ||||||||
| 4514 |
sui-mcp-server
Claim
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking,…
|
B 74 5⁄4 | ||||||||
| 4515 |
Minecraft MCP Server
Claim
A Minecraft bot that allows Claude and other LLMs to control a Minecraft charac…
|
B 74 5⁄4 | ||||||||
| 4516 |
Secure MCP Gateway - Setup Admin level gateway functionality for MCP servers - …
|
B 74 5⁄5 | ||||||||
| 4517 |
This server enables users to store, manage, and summarize notes using a custom …
|
B 74 5⁄4 | ||||||||
| 4518 |
An MCP server that integrates with Recraft AI to enable generation and manipula…
|
B 74 5⁄5 | ||||||||
| 4519 |
Generates professional Draw.io compatible diagrams (flowcharts, sequence diagra…
|
B 74 5⁄4 | ||||||||
| 4520 |
MCP Integration Server
Claim
Enables agents to interact with Salesforce, Atlassian (Jira/Confluence), and Su…
|
B 74 5⁄5 | ||||||||
| 4521 |
Talk to your Mixpanel analytics events data seamlessly! Query retention number,…
|
B 74 5⁄5 | ||||||||
| 4522 |
MCP server for the DeepGHS anime AI ecosystem. Dataset discovery, tag search, c…
|
B 74 5⁄5 | ||||||||
| 4523 |
Arcjet
Claim
An MCP server for Arcjet - the runtime security platform that ships with your A…
|
B 74 5⁄5 | ||||||||
| 4524 |
calendar-mcp
Claim
calendar-mcp
|
B 74 5⁄5 | ||||||||
| 4525 |
Zoho CRM Integration
Claim
Connects Claude to Zoho CRM with read-only access, enabling natural language qu…
|
B 74 5⁄5 | ||||||||
| 4526 |
AI-powered animation generator that transforms static images into animated SVG …
|
B 74 5⁄5 | ||||||||
| 4527 |
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
|
B 74 5⁄5 | ||||||||
| 4528 |
Provides tools for reading and writing system clipboard data across Linux, macO…
|
B 74 5⁄5 | ||||||||
| 4529 |
Provides Kubernetes cluster management capabilities through natural language vi…
|
B 74 5⁄5 | ||||||||
| 4530 |
Acts as a proxy for multiple MCP servers, reducing context window usage from 15…
|
B 74 5⁄5 | ||||||||
| 4531 |
Enables AI assistants to manage Dokploy deployments, including creating and dep…
|
B 74 5⁄5 | ||||||||
| 4532 |
An MCP server for searching and retrieving USPTO data, including patents, trade…
|
B 74 5⁄5 | ||||||||
| 4533 |
Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, …
|
B 74 5⁄5 | ||||||||
| 4534 |
Provides production insights and code analysis by leveraging Nexus instrumentat…
|
B 74 5⁄5 | ||||||||
| 4535 |
A plugin-based MCP server that enables interaction with multiple databases (MyS…
|
B 74 5⁄5 | ||||||||
| 4536 |
A Model Context Protocol server that provides basic calculator functionality fo…
|
B 74 5⁄5 | ||||||||
| 4537 |
compare 2 text or data (supports text diffs, json, json5, yaml, toml, xml and h…
|
B 74 5⁄4 | ||||||||
| 4538 |
espn-mcp
Claim
|
B 74 5⁄4 | ||||||||
| 4539 |
Enables interaction with Momento Cache to manage cache entries and perform admi…
|
B 74 5⁄5 | ||||||||
| 4540 |
A MCP server connecting to managed indexes on LlamaCloud
|
B 74 5⁄4 | ||||||||
| 4541 |
A Model Context Protocol (MCP) server implementation that provides EMQX MQTT br…
|
B 74 5⁄5 | ||||||||
| 4542 |
A server implementation that enables LLMs to programmatically manage tasks in T…
|
B 74 5⁄5 | ||||||||
| 4543 |
Enables AI assistants to interact with Argo CD applications through natural lan…
|
B 74 5⁄5 | ||||||||
| 4544 |
Enables AI models to generate interactive visuals including charts, diagrams, U…
|
B 74 4⁄4 | ||||||||
| 4545 |
A Model Context Protocol server implementation that allows AI agents to manage …
|
B 74 5⁄5 | ||||||||
| 4546 |
An unofficial MCP server for Perplexity AI that leverages Pro subscriptions and…
|
B 74 5⁄5 | ||||||||
| 4547 |
An MCP server that provides comprehensive Indian stock market data from the NSE…
|
B 74 5⁄4 | ||||||||
| 4548 |
MCP server for Spotify - let AI agents control playback, search music, and mana…
|
B 74 5⁄4 | ||||||||
| 4549 |
PyTorch HUD MCP Server
Claim
Provides access to PyTorch CI/CD analytics data including workflows, jobs, test…
|
B 74 5⁄5 | ||||||||
| 4550 |
Provides comprehensive access to Portuguese weather data from IPMA, including f…
|
B 74 5⁄5 | ||||||||