MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 2 hours, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19301 |
GTM + GA4 MCP: tag management, consent auditing, workspace versioning, reports.
|
A 85 3⁄3 | ||||||||
| 19302 |
agent-audit-trail
Claim
Compliance infrastructure for AI agents. Connect via MCP in 60 seconds — every …
|
A 85 3⁄3 | ||||||||
| 19303 |
|
A 85 3⁄3 | ||||||||
| 19304 |
PCI DSS v4.0.1 compliance scanner for Go payment services, delivered as an MCP …
|
A 85 3⁄3 | ||||||||
| 19305 |
Search, discover, and install 500+ AI agent skills from the SkillFlow marketpla…
|
A 85 3⁄3 | ||||||||
| 19306 |
markcrawl
Claim
Crawl websites into clean Markdown, search pages, and extract structured data w…
|
A 85 3⁄3 | ||||||||
| 19307 |
MCP instruction indexing server for AI assistant governance: search, CRUD, vali…
|
A 85 3⁄3 | ||||||||
| 19308 |
Programmatic Tableau workbook (.twb/.twbx) generation — 47 MCP tools for charts…
|
A 85 3⁄3 | ||||||||
| 19309 |
Enables AI agents to programmatically inspect, test, and validate other MCP ser…
|
A 85 3⁄3 | ||||||||
| 19310 |
Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep struc…
|
A 85 3⁄3 | ||||||||
| 19311 |
|
A 85 3⁄3 | ||||||||
| 19312 |
HREVN trust layer for baseline diagnostics and verifiable workflow integrity fo…
|
A 85 3⁄3 | ||||||||
| 19313 |
gomcp
Claim
A Gin-like framework for building MCP servers in Go. Struct-tag auto schema, mi…
|
A 85 3⁄3 | ||||||||
| 19314 |
GitLab MCP Server with progressive disclosure - 2 meta-tools, 90% token reducti…
|
A 85 4⁄3 | ||||||||
| 19315 |
Transforms HTML into Figma designs using only the user’s design system, ensurin…
|
A 85 3⁄3 | ||||||||
| 19316 |
Developer-focused MCP server for code analysis, JSON repair, encoding fixes, an…
|
A 85 3⁄3 | ||||||||
| 19317 |
Let agents manage your Figma workspace. 102 tools for seats, teams, offboarding…
|
A 85 3⁄3 | ||||||||
| 19318 |
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
|
B 84 4⁄3 | ||||||||
| 19319 |
Real-time collaborative coding via MCP — two developers, one codebase
|
B 84 3⁄3 | ||||||||
| 19320 |
MCP server giving AI agents safe access to filesystem, databases, processes, an…
|
B 84 3⁄3 | ||||||||
| 19321 |
Read-only Kubernetes MCP server: inspect resources, logs, events, and metrics. …
|
B 84 3⁄3 | ||||||||
| 19322 |
MCP server exposing Qiskit 2.3.1 quantum computing functionality
|
B 84 3⁄3 | ||||||||
| 19323 |
claude-mesh
Claim
Networked Claude-to-Claude messaging over HTTP + MCP channels — DM, broadcast, …
|
B 84 3⁄3 | ||||||||
| 19324 |
Turn markdown into designed PDFs with cover page, table of contents, and code b…
|
B 84 3⁄3 | ||||||||
| 19325 |
Frontend expert for Claude Code. Screenshots, Lighthouse, axe-core, code analys…
|
B 84 3⁄3 | ||||||||
| 19326 |
Minimal stdio MCP server for parallel task execution by AI agents.
|
B 84 3⁄3 | ||||||||
| 19327 |
Compiler-backed read-only Verilog and SystemVerilog project analysis.
|
B 84 3⁄3 | ||||||||
| 19328 |
Live scores, standings, top scorers, brackets for football, basketball, cricket…
|
B 84 3⁄3 | ||||||||
| 19329 |
This MCP server provides read-only Linux system diagnostics tools for inspectin…
|
B 84 3⁄3 | ||||||||
| 19330 |
Hardware probe for performance diagnostics, thermal monitoring, and LLM optimiz…
|
B 84 3⁄3 | ||||||||
| 19331 |
Persistent, cross-session task management for Claude Code. 24 MCP tools, 7 skil…
|
B 84 3⁄3 | ||||||||
| 19332 |
safebot-chat
Claim
End-to-end encrypted multi-agent chat rooms. Client-side crypto; zero chat logs.
|
B 84 3⁄3 | ||||||||
| 19333 |
A Model Context Protocol (MCP) server for programmatic diagram generation using…
|
B 84 4⁄3 | ||||||||
| 19334 |
OPNsense MCP Server — 72 tools for DNS, Firewall, DHCP, ACME, Routing, VLANs & …
|
B 84 4⁄4 | ||||||||
| 19335 |
Drive Electron apps from AI agents via MCP - click, type, drag, screenshot, eva…
|
B 84 3⁄3 | ||||||||
| 19336 |
Smart memory with exponential decay. Memories strengthen on access and fade whe…
|
B 84 3⁄3 | ||||||||
| 19337 |
Explore the Claude Code CLI source — browse tools, commands, search code, and m…
|
B 84 3⁄3 | ||||||||
| 19338 |
Give your AI agents the ability to listen. Microphone capture and speech-to-tex…
|
B 84 3⁄3 | ||||||||
| 19339 |
|
B 84 3⁄3 | ||||||||
| 19340 |
Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLit…
|
B 84 3⁄3 | ||||||||
| 19341 |
agent-browser
Claim
One connection for all your MCP servers.
|
B 84 3⁄3 | ||||||||
| 19342 |
|
B 84 3⁄3 | ||||||||
| 19343 |
Swiss accounting integration for Bexio. 310 tools for invoices, contacts, proje…
|
B 84 4⁄3 | ||||||||
| 19344 |
Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI…
|
B 84 4⁄3 | ||||||||
| 19345 |
Modular Context | Karpathy LLM Knowledge Base + Gmail & G-Cal — multi-account M…
|
B 84 3⁄3 | ||||||||
| 19346 |
Local MCP server that allows agents to track documentation coverage on the code…
|
B 84 3⁄3 | ||||||||
| 19347 |
Provides native integration with Apple Reminders and Calendar on macOS, enablin…
|
B 84 4⁄3 | ||||||||
| 19348 |
Cipher is an opensource memory layer specifically designed for coding agents. C…
|
B 84 4⁄3 | ||||||||
| 19349 |
Comprehensive local filesystem MCP server with file management, process control…
|
B 84 3⁄3 | ||||||||
| 19350 |
🐍🏠 - An MCP server for connecting to any OpenTelemetry backend (Datadog, Grafan…
|
B 84 4⁄3 | ||||||||