MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 1 hour, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20351 |
Enables LLMs to communicate with hardware devices via serial ports. Provides to…
|
B 75 3⁄3 | ||||||||
| 20352 |
Feedback collection for AI agents. Create surveys from JSON schema, collect str…
|
B 75 3⁄3 | ||||||||
| 20353 |
Exposes the local agent-browser CLI as MCP tools for browser automation and pro…
|
B 75 3⁄3 | ||||||||
| 20354 |
📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve…
|
B 75 4⁄3 | ||||||||
| 20355 |
Unified MCP server for App Store Connect & Google Play Console — 91 tools for i…
|
B 75 3⁄3 | ||||||||
| 20356 |
backlog-mcp
Claim
MCP server that gives AI agents structured read/write access to a story-based p…
|
B 75 3⁄3 | ||||||||
| 20357 |
claude-code-skills
Claim
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Ag…
|
B 75 3⁄3 | ||||||||
| 20358 |
Enables AI agents to trade leveraged perpetual futures on Solana's Jupiter Perp…
|
B 75 4⁄4 | ||||||||
| 20359 |
Enables Claude Code and OpenAI Codex to ask each other questions through iTerm …
|
B 75 3⁄3 | ||||||||
| 20360 |
Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-…
|
B 75 3⁄3 | ||||||||
| 20361 |
Enables AI agents to create, run, and manage HTTP requests using the Invoker AP…
|
B 75 3⁄3 | ||||||||
| 20362 |
kg
Claim
Local knowledge graph memory MCP server for AI assistants.
|
B 75 3⁄3 | ||||||||
| 20363 |
Basecamp-MCP-Server
Claim
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos…
|
B 75 4⁄4 | ||||||||
| 20364 |
STS2MCP
Claim
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and t…
|
B 75 3⁄3 | ||||||||
| 20365 |
Long-term memory system for AI agents that accumulates domain expertise through…
|
B 75 3⁄3 | ||||||||
| 20366 |
|
B 75 3⁄3 | ||||||||
| 20367 |
Provides global internet resource intelligence by querying RIRs for IP and ASN …
|
B 75 4⁄4 | ||||||||
| 20368 |
An MCP server that launches a lightweight localhost UI for interactive AI-assis…
|
B 75 3⁄3 | ||||||||
| 20369 |
Most database MCP servers make you run one query at a time, repeat connection d…
|
B 75 3⁄3 | ||||||||
| 20370 |
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L…
|
B 75 3⁄3 | ||||||||
| 20371 |
Reddit automation for AI agents — browse feeds, search posts, comment, vote, an…
|
B 75 3⁄3 | ||||||||
| 20372 |
Find where your notes disagree — contradiction detection for markdown vaults.
|
B 75 3⁄3 | ||||||||
| 20373 |
Code linting and style checking tools for AI agents, exposed as an MCP server. …
|
B 75 3⁄3 | ||||||||
| 20374 |
Enables AI assistants to manage Rundeck operations including jobs, executions, …
|
B 75 3⁄3 | ||||||||
| 20375 |
A GDB debugging tool designed for AI Agents (Claude Code, etc.)
|
B 75 3⁄3 | ||||||||
| 20376 |
Scans markdown vaults to identify concepts mentioned but not defined, ranks gap…
|
B 75 3⁄3 | ||||||||
| 20377 |
An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the …
|
B 75 3⁄3 | ||||||||
| 20378 |
OpenAPI to MCP
Claim
Automatically converts any OpenAPI specification or Postman Collection into an …
|
B 75 4⁄4 | ||||||||
| 20379 |
Connect AI assistants to your Metabase analytics platform. Access dashboards, e…
|
B 75 4⁄4 | ||||||||
| 20380 |
glp1search
Claim
GLP-1 provider directory, peptide database, and medication comparison tools.
|
B 75 3⁄3 | ||||||||
| 20381 |
Enables comprehensive ClickUp workspace management through 170+ AI-powered tool…
|
B 75 4⁄4 | ||||||||
| 20382 |
mcp-chat-studio
Claim
A powerful MCP testing tool with multi-provider LLM support (Ollama, OpenAI, Cl…
|
B 75 4⁄3 | ||||||||
| 20383 |
Enables AI assistants to interact with Grafana dashboards, datasources, alerts,…
|
B 75 4⁄4 | ||||||||
| 20384 |
MCP server for interacting with ConfigCat feature flag platform. Supports manag…
|
B 75 4⁄3 | ||||||||
| 20385 |
Couchbase Model Context Protocol Server to interact with Couchbase clusters
|
B 75 4⁄3 | ||||||||
| 20386 |
Surface forgotten notes from markdown vaults using DMN-inspired replay cycle to…
|
B 75 3⁄3 | ||||||||
| 20387 |
EU AI Act Article 50 watermarking + transparency compliance MCP. Built for the …
|
B 75 3⁄3 | ||||||||
| 20388 |
A persistent, PostgreSQL-backed repository management system and semantic memor…
|
B 75 3⁄3 | ||||||||
| 20389 |
Dotenv parser, ports, system info for AI agents
|
B 75 3⁄3 | ||||||||
| 20390 |
Connects Claude to your Strava account for analyzing training, predicting race …
|
B 75 3⁄3 | ||||||||
| 20391 |
Enables AI assistants to compile Delphi projects and single units directly thro…
|
B 75 4⁄3 | ||||||||
| 20392 |
Model Context Protocol for Wikidata
|
B 75 3⁄3 | ||||||||
| 20393 |
Coordination layer for AI coding agents working on the same codebase. Adds file…
|
B 75 3⁄3 | ||||||||
| 20394 |
huntkit
Claim
Investigation toolkit for Claude Code: case management, OSINT, structured analy…
|
B 75 3⁄3 | ||||||||
| 20395 |
A framework for building simple MCP servers with custom middleware
|
B 75 4⁄3 | ||||||||
| 20396 |
57 tools for AI-powered iOS Simulator automation — tap, swipe, type, screenshot…
|
B 75 3⁄3 | ||||||||
| 20397 |
FreeAgent accounting MCP: bank reconciliation, expenses, mileage claims and rec…
|
B 75 3⁄3 | ||||||||
| 20398 |
MCP server exposing Spinnaker CD platform via Gate API for pipeline and deploym…
|
B 75 3⁄3 | ||||||||
| 20399 |
digital-marketing-pro
Claim
Claude Code plugin: 115 commands, 25 agents, 64 scripts, 67 MCP servers, 143 re…
|
B 75 3⁄3 | ||||||||
| 20400 |
Provides system information through a single tool that returns platform details…
|
B 75 3⁄3 | ||||||||