MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21751 |
A multi-agent research MCP server + mini client adapter - orchestrates a net of…
|
C 68 4⁄4 | ||||||||
| 21752 |
Enables LLM agents to manage Okta organizations through natural language, provi…
|
C 68 4⁄4 | ||||||||
| 21753 |
UnrealMotionGraphicsMCP
Claim
🚀 UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to max…
|
C 68 4⁄3 | ||||||||
| 21754 |
Geargrafx
Claim
PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and em…
|
C 68 3⁄3 | ||||||||
| 21755 |
Gives AI development tools Firebase-specific capabilities and expertise.
|
C 68 4⁄3 | ||||||||
| 21756 |
A Model Context Protocol server for Omi interaction and automation. This server…
|
C 68 4⁄4 | ||||||||
| 21757 |
Build and deploy an autonomous Devto Agent capable of interacting with the Dev.…
|
C 68 4⁄3 | ||||||||
| 21758 |
An MCP server that enables communication with GitLab repositories, allowing int…
|
C 68 4⁄4 | ||||||||
| 21759 |
MCP server for TemplateFox PDF generation API - Generate PDFs from templates vi…
|
C 68 3⁄3 | ||||||||
| 21760 |
Enhances Claude's capabilities by providing access to website analytics data fr…
|
C 68 4⁄4 | ||||||||
| 21761 |
调用官方智睦云打印服务（any.webprinter.cn），支持查询打印机、上传本地文件、创建漫游打印任务、直接打印到指定设备，以及分别更新单双面、颜色、份…
|
C 68 3⁄3 | ||||||||
| 21762 |
MCP server for Google Search Console & Indexing API — 13 tools for search analy…
|
C 68 3⁄3 | ||||||||
| 21763 |
Enable AI agents to compile TeX files with LaTeX inside a Docker container.
|
C 68 4⁄3 | ||||||||
| 21764 |
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Poli…
|
C 68 4⁄3 | ||||||||
| 21765 |
Oracle ADB MCP Server
Claim
Connects to Oracle Autonomous Database via OCI Bastion tunneling to enable AI-p…
|
C 68 3⁄3 | ||||||||
| 21766 |
Codex JetBrains MCP
Claim
Enables Codex to retrieve the currently selected file, line numbers, and code s…
|
C 68 3⁄3 | ||||||||
| 21767 |
Gearlynx
Claim
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linu…
|
C 68 3⁄3 | ||||||||
| 21768 |
My Tools MCP Server
Claim
Provides file reading and mathematical calculation tools through the Model Cont…
|
C 68 3⁄3 | ||||||||
| 21769 |
MCP server for managing Docker containers, images, networks, volumes, and regis…
|
C 68 4⁄3 | ||||||||
| 21770 |
mcp-tacit
Claim
TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. …
|
C 68 3⁄3 | ||||||||
| 21771 |
Query MRR, churn, and revenue from Stripe, Gumroad & Lemon Squeezy in Claude
|
C 68 3⁄3 | ||||||||
| 21772 |
Control mpv media player — playback, playlists, YouTube streaming, and download…
|
C 68 3⁄3 | ||||||||
| 21773 |
A local MCP server that provides semantic code search for Python codebases usin…
|
C 68 4⁄3 | ||||||||
| 21774 |
Knowledge base for Claude Code with semantic search, feed intelligence, and tea…
|
C 68 3⁄3 | ||||||||
| 21775 |
Enables direct interaction with FoundryVTT virtual tabletop servers via native …
|
C 68 4⁄4 | ||||||||
| 21776 |
Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, b…
|
C 68 4⁄4 | ||||||||
| 21777 |
Manage multiple Gmail accounts in Claude Desktop — search, send, reply, draft, …
|
C 68 3⁄3 | ||||||||
| 21778 |
Provides structured access to PMAS Arid Agriculture University Rawalpindi's aca…
|
C 68 4⁄4 | ||||||||
| 21779 |
A comprehensive Model Context Protocol server providing 60 tools across 9 categ…
|
C 68 4⁄3 | ||||||||
| 21780 |
Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, toke…
|
C 68 3⁄3 | ||||||||
| 21781 |
A local MCP server that enables reading iMessage conversations and sending new …
|
C 68 3⁄3 | ||||||||
| 21782 |
|
C 68 3⁄3 | ||||||||
| 21783 |
Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster o…
|
C 68 4⁄4 | ||||||||
| 21784 |
Industrial-grade MCP server for Siemens TIA Portal (V17–V21). 120+ tools for PL…
|
C 68 3⁄3 | ||||||||
| 21785 |
Check daily SSAFY cafeteria menus by date. Get floor-specific lunch options to …
|
C 68 3⁄3 | ||||||||
| 21786 |
Official MCP server for Buildkite. Create new pipelines, diagnose and fix failu…
|
C 68 4⁄3 | ||||||||
| 21787 |
MCP Telephony server for automating voice calls with Speech-to-Text and Speech …
|
C 68 4⁄3 | ||||||||
| 21788 |
gpt-researcher
Claim
An autonomous agent that conducts deep research on any data using any LLM provi…
|
C 68 4⁄3 | ||||||||
| 21789 |
MSSQL Server MCP implementation written in C#
|
C 68 3⁄3 | ||||||||
| 21790 |
FlowLens MCP Server
Claim
Enables coding agents to access recorded browser flows (user actions, network, …
|
C 68 4⁄3 | ||||||||
| 21791 |
mcp-tacit
Claim
TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. …
|
C 68 3⁄3 | ||||||||
| 21792 |
TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media gen…
|
C 68 4⁄3 | ||||||||
| 21793 |
MCP Server that connects AI agents to FHIR servers. One example use case is que…
|
C 68 4⁄4 | ||||||||
| 21794 |
A Model Context Protocol server that connects AI assistants like Claude to AWS …
|
C 68 4⁄4 | ||||||||
| 21795 |
mcp-1panel
Claim
mcp-1panel is an implementation of the Model Context Protocol (MCP) server for …
|
C 68 4⁄4 | ||||||||
| 21796 |
Enables AI assistants to interact with OKX trading accounts through read-only a…
|
C 68 4⁄3 | ||||||||
| 21797 |
MCP server for analyzing Perfetto traces with LLMs — query .pftrace files in Pe…
|
C 68 3⁄3 | ||||||||
| 21798 |
MCP server for Strava integration, enabling LLMs to query activities, athlete s…
|
C 68 4⁄3 | ||||||||
| 21799 |
MCP server for CashPilot — monitor passive income, bandwidth sharing, and DePIN…
|
C 68 3⁄3 | ||||||||
| 21800 |
Encrypted secrets and credential management for agents
|
C 68 3⁄3 | ||||||||