MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19851 |
purple
Claim
Open-source terminal SSH manager that keeps ~/.ssh/config in sync with your clo…
|
B 79 3⁄3 | ||||||||
| 19852 |
Token-aware message truncation: fit a chat history into your model's context bu…
|
B 79 3⁄3 | ||||||||
| 19853 |
Mobile device interaction automation via MCP
|
B 79 4⁄3 | ||||||||
| 19854 |
Validate tool-call args before execution. Returns LLM-friendly retry hints.
|
B 79 3⁄3 | ||||||||
| 19855 |
Meta Ads MCP by ScaleForge — control Facebook & Instagram Ads via Graph API v24…
|
B 79 3⁄3 | ||||||||
| 19856 |
Access Austrian federal laws, state laws, court decisions, and legal documents …
|
B 79 4⁄3 | ||||||||
| 19857 |
Autonomous shell execution, computer control and coding agent. (Mac)
|
B 79 4⁄3 | ||||||||
| 19858 |
DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutioniz…
|
B 79 4⁄4 | ||||||||
| 19859 |
Model Context Protocol server for BusinessMap (Kanbanize) integration. Provides…
|
B 79 4⁄4 | ||||||||
| 19860 |
stacklit
Claim
One command gives AI agents instant codebase context. ~250 tokens replaces 50,0…
|
B 79 3⁄3 | ||||||||
| 19861 |
LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. …
|
B 79 3⁄3 | ||||||||
| 19862 |
MCP server for creating and managing SOPS-encrypted secret files using age encr…
|
B 79 3⁄3 | ||||||||
| 19863 |
Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as user via co…
|
B 79 3⁄3 | ||||||||
| 19864 |
Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readabilit…
|
B 79 3⁄3 | ||||||||
| 19865 |
Enables SMB enumeration and interaction through MCP tools, including share list…
|
B 79 3⁄3 | ||||||||
| 19866 |
An Amazon S3 Model Context Protocol server that allows Large Language Models li…
|
B 79 4⁄3 | ||||||||
| 19867 |
Connects AI assistants to Todoist for comprehensive task management, enabling n…
|
B 79 4⁄4 | ||||||||
| 19868 |
MCP server for Obsidian vaults - AI tools with consistent canonical context. Lo…
|
B 79 4⁄3 | ||||||||
| 19869 |
Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, As…
|
B 79 3⁄3 | ||||||||
| 19870 |
Open-source LLM knowledge base: team chat into a typed knowledge graph and auto…
|
B 79 3⁄3 | ||||||||
| 19871 |
|
B 79 3⁄3 | ||||||||
| 19872 |
semiotic
Claim
React data visualization MCP server with 30+ chart types. 5 tools: suggest char…
|
B 79 3⁄3 | ||||||||
| 19873 |
A high-performance browser automation MCP server that provides AI agents with a…
|
B 79 3⁄3 | ||||||||
| 19874 |
Network-egress firewall for agent tools: check URLs against a declarative polic…
|
B 79 3⁄3 | ||||||||
| 19875 |
Enables AI-powered video-to-audio and text-to-audio generation using MMAudio's …
|
B 79 4⁄4 | ||||||||
| 19876 |
Enables AI assistants to interact with Google Cloud Platform services for log a…
|
B 78 4⁄4 | ||||||||
| 19877 |
Official MCP server for IP geolocation, security, ASN, abuse, timezone, astrono…
|
B 78 4⁄3 | ||||||||
| 19878 |
Scout
Claim
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybr…
|
B 78 3⁄3 | ||||||||
| 19879 |
PhpCodeArcheology
Claim
PHP static analysis MCP server for architecture and maintainability. 11 tools e…
|
B 78 3⁄3 | ||||||||
| 19880 |
Generate professional PDF documents (invoices, contracts, reports, certificates…
|
B 78 3⁄3 | ||||||||
| 19881 |
gnome-desktop-mcp
Claim
GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window…
|
B 78 3⁄3 | ||||||||
| 19882 |
Integrates the Serpstat SEO API with the Model Context Protocol to provide AI a…
|
B 78 4⁄4 | ||||||||
| 19883 |
A knowledge base MCP server that enables AI agents to search and reference stru…
|
B 78 3⁄3 | ||||||||
| 19884 |
Scan APIs for security vulnerabilities and get OWASP risk scores. Detects auth …
|
B 78 3⁄3 | ||||||||
| 19885 |
float-mcp
Claim
A community MCP server for float.com.
|
B 78 4⁄4 | ||||||||
| 19886 |
Enables searching UK case law on BAILII and retrieving judgments with automatic…
|
B 78 3⁄3 | ||||||||
| 19887 |
Enables interaction with the QuickBooks Online Accounting API to manage custome…
|
B 78 4⁄4 | ||||||||
| 19888 |
GopherHole Agent Hub
Claim
Standards-based A2A hub. One MCP connection to thousands of agents, with shared…
|
B 78 3⁄3 | ||||||||
| 19889 |
okx-trade-mcp
Claim
MCP server connecting AI assistants to OKX exchange, enabling trading, market d…
|
B 78 4⁄3 | ||||||||
| 19890 |
Enables comprehensive control and monitoring of Bambu Lab 3D printers through C…
|
B 78 4⁄3 | ||||||||
| 19891 |
CodexClaw
Claim
Telegram bot for Claude Code and Codex CLI with MCP routing, multi-agent orches…
|
B 78 3⁄3 | ||||||||
| 19892 |
MCP server for Firecrawl — search, scrape, and interact with the web.
|
B 78 4⁄3 | ||||||||
| 19893 |
Gives AI assistants deep read/write access to the Unreal Editor through 21 cate…
|
B 78 3⁄3 | ||||||||
| 19894 |
A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. T…
|
B 78 4⁄4 | ||||||||
| 19895 |
Conversation drift visualization for Claude. Color-coded inflection points and …
|
B 78 3⁄3 | ||||||||
| 19896 |
Enables flight planning and aviation operations through intelligent airport res…
|
B 78 4⁄4 | ||||||||
| 19897 |
Product search, price comparison, and deal discovery for AI agents across Singa…
|
B 78 3⁄3 | ||||||||
| 19898 |
Universal MCP Server Configuration Manager
|
B 78 4⁄3 | ||||||||
| 19899 |
MCP server for fetching METAR and TAF aviation weather data for airports by ICA…
|
B 78 3⁄3 | ||||||||
| 19900 |
MCP server for Pay – the complete x402 payment stack for AI agents, enabling di…
|
B 78 3⁄3 | ||||||||