MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20101 |
mcp-server
Claim
Generate realistic synthetic test data via MCP. 156 field types, 22 locales, re…
|
B 77 3⁄3 | ||||||||
| 20102 |
Bridges Claude Code to Language Server Protocol (LSP) servers to enable semanti…
|
B 77 4⁄3 | ||||||||
| 20103 |
Financial data for AI agents: SEC filings, price history, insider trades, and m…
|
B 77 3⁄3 | ||||||||
| 20104 |
|
B 77 4⁄3 | ||||||||
| 20105 |
Server for Gmail integration in Claude Desktop with auto authentication support…
|
B 77 4⁄3 | ||||||||
| 20106 |
Burn $ASH to mint on-chain NFTs on Ethereum. No browser. Two agent tool calls.
|
B 77 3⁄3 | ||||||||
| 20107 |
Enables AI coding assistants to control and inspect a live Chrome browser for a…
|
B 77 4⁄3 | ||||||||
| 20108 |
archestra
Claim
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
|
B 77 4⁄3 | ||||||||
| 20109 |
MCP server for Runframe incident management covering incidents, on-call, postmo…
|
B 77 3⁄3 | ||||||||
| 20110 |
Google Gemini image generation, editing, and local processing via MCP
|
B 77 3⁄3 | ||||||||
| 20111 |
Medium CLI + 23-tool MCP server. Your IDE drafts replies. No API keys.
|
B 77 3⁄3 | ||||||||
| 20112 |
Living typed knowledge graph for software projects, exposed over MCP so coding …
|
B 77 3⁄3 | ||||||||
| 20113 |
MCP server for remote debugging with gdbserver
|
B 77 3⁄3 | ||||||||
| 20114 |
Full WordPress management via WP-CLI with 30+ tools for themes, plugins, posts,…
|
B 77 3⁄3 | ||||||||
| 20115 |
Integrates Firecrawl web scraping capabilities to extract, crawl, search, and a…
|
B 77 4⁄4 | ||||||||
| 20116 |
MCP server that integrates GauntletCI to analyze behavioral change risk in comm…
|
B 77 3⁄3 | ||||||||
| 20117 |
Model Context Protocol server for CiviCRM — AuthX-first, schema-introspected, w…
|
B 77 3⁄3 | ||||||||
| 20118 |
Exposes Covalent's GoldRush APIs to provide LLMs with comprehensive blockchain …
|
B 77 4⁄4 | ||||||||
| 20119 |
Local MCP server for iOS Simulator and macOS app automation with a native Swift…
|
B 77 4⁄3 | ||||||||
| 20120 |
Turn natural language into 3D models in Fusion 360. 64 CAD tools including sket…
|
B 77 4⁄3 | ||||||||
| 20121 |
Enables AI assistants to run, manage, and debug BSD/Illumos VMs through natural…
|
B 77 3⁄3 | ||||||||
| 20122 |
Contentful
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
|
B 77 4⁄4 | ||||||||
| 20123 |
srefix-diagnosis
Claim
A toolkit of 256 MCP servers for SRE incident diagnosis with Claude. One agent …
|
B 77 3⁄3 | ||||||||
| 20124 |
MCP server to control Gemini web interface via CDP for AI image generation, cha…
|
B 77 3⁄3 | ||||||||
| 20125 |
Enables deterministic multi-agent pipelines in VS Code and GitHub Copilot, with…
|
B 77 3⁄3 | ||||||||
| 20126 |
AI agent service marketplace with x402 micropayments (USDC on Base). 30 tools f…
|
B 77 3⁄3 | ||||||||
| 20127 |
claude-video-vision
Claim
Give Claude the ability to watch and understand videos — Claude Code plugin wit…
|
B 77 3⁄3 | ||||||||
| 20128 |
An MCP server for SonarQube that enables LLM agents to discover projects, analy…
|
B 77 3⁄3 | ||||||||
| 20129 |
MCP server exposing sqlite3 library functionality
|
B 77 3⁄3 | ||||||||
| 20130 |
Enables autonomous web automation through Playwright browser control integrated…
|
B 77 3⁄3 | ||||||||
| 20131 |
On-chain calculated crypto indicators (EMA, RSI, Bollinger Bands, Volatility) f…
|
B 77 3⁄3 | ||||||||
| 20132 |
MCP server for academic papers, citations, authors, ECOS dossiers, and Federal …
|
B 77 3⁄3 | ||||||||
| 20133 |
ijfw
Claim
One install. Shared memory, smart routing, disciplined workflow, multi-AI audit…
|
B 77 3⁄3 | ||||||||
| 20134 |
Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions…
|
B 77 3⁄3 | ||||||||
| 20135 |
Context engineering MCP server — generates CLAUDE.md files via structured codeb…
|
B 77 3⁄3 | ||||||||
| 20136 |
SSH automation MCP server that enables Claude and ChatGPT to execute
commands, …
|
B 77 3⁄3 | ||||||||
| 20137 |
Manage test cases in TestCollab directly from your AI coding assistant. List, c…
|
B 77 4⁄4 | ||||||||
| 20138 |
MCP server exposing all Shodan API functionality
|
B 77 3⁄3 | ||||||||
| 20139 |
Australian economic data (ABS + RBA): CPI, GDP, cash rate, labour, external sec…
|
B 77 3⁄3 | ||||||||
| 20140 |
MCP server providing AI assistants with full control of Neovim instances via ms…
|
B 77 3⁄3 | ||||||||
| 20141 |
Provides programmatic access to Marqeta's DiVA API for retrieving aggregated fi…
|
B 77 4⁄4 | ||||||||
| 20142 |
sofos-code
Claim
AI coding agent for your terminal, implemented in pure Rust
|
B 77 4⁄3 | ||||||||
| 20143 |
ast-editor
Claim
A robust, language-agnostic Model Context Protocol (MCP) server that provides A…
|
B 77 3⁄3 | ||||||||
| 20144 |
Enables interaction with LaunchDarkly's feature flag platform through AI client…
|
B 77 4⁄4 | ||||||||
| 20145 |
MCP server to publish to Substack, Ghost, Dev.to, WordPress, LinkedIn + 5 more …
|
B 77 3⁄3 | ||||||||
| 20146 | B 77 3⁄3 | |||||||||
| 20147 |
Sunsama MCP Server
Claim
Enables AI assistants to manage tasks in Sunsama, including creating tasks, rea…
|
B 77 4⁄4 | ||||||||
| 20148 |
Full website health audit — SSL, DNS, DMARC/SPF/DKIM, performance, uptime, links
|
B 77 3⁄3 | ||||||||
| 20149 |
Enables AI systems to securely interact with self-hosted Bitbucket repositories…
|
B 77 4⁄3 | ||||||||
| 20150 |
400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and m…
|
B 77 4⁄3 | ||||||||
