MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48401 |
AdmitBase Admissions
Claim
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
|
— | ||||||||
| 48402 |
cchub
Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
|
— | ||||||||
| 48403 |
nordic-data
Claim
Global B2B intelligence for AI agents: 35M+ companies, 1.6M sanctions, KYB pack…
|
— | ||||||||
| 48404 |
filevine-mcp
Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
|
— | ||||||||
| 48405 |
Virustotal
Claim
VirusTotal MCP — file / URL / domain / IP reputation (BYO key)
|
— | ||||||||
| 48406 |
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…
|
— | ||||||||
| 48407 |
claude-soul
Claim
Self-improving learning engine for Claude Code. Extracts signals from every ses…
|
— | ||||||||
| 48408 | — | |||||||||
| 48409 |
self-inspect
Claim
Enables agents to reflect on their own thinking by returning a metathought ques…
|
— | ||||||||
| 48410 |
Raindrop.io
Claim
Manage and curate your Raindrop.io bookmarks, collections, and tags without lea…
|
— | ||||||||
| 48411 |
AskMia eSIM MCP Server
Claim
## AskMia eSIM MCP Server
AskMia MCP Server enables AI agents to search and se…
|
— | ||||||||
| 48412 |
MCP Server Template
Claim
A scaffold project for building FastAPI-based Model Context Protocol servers wi…
|
— | ||||||||
| 48413 |
A lightweight gateway server that provides a unified connection entry point for…
|
— | ||||||||
| 48414 |
mcp-dolphin
Claim
Drive the [Dolphin](https://dolphin-emu.org) GameCube/Wii emulator from any MCP…
|
— | ||||||||
| 48415 |
ileti-merkezi-mcp
Claim
MCP server for Ileti Merkezi SMS API (Turkey). Enables sending SMS, bulk SMS, c…
|
— | ||||||||
| 48416 |
ComfyUI-APP-MCP
Claim
A custom node plugin for ComfyUI that encapsulates workflows as templates, enab…
|
— | ||||||||
| 48417 |
MCP server that provides npm package information for AI agents during TypeScrip…
|
— | ||||||||
| 48418 |
Uranium MCP Server
Claim
Enables LLMs to create and manage NFT collections and assets through the Uraniu…
|
— | ||||||||
| 48419 |
property-finance-mcp
Claim
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
|
— | ||||||||
| 48420 |
AI Furniture Hub
Claim
Millimeter-precision furniture & storage product data for AI agents. Search by …
|
— | ||||||||
| 48421 |
run402-mcp
Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
|
— | ||||||||
| 48422 |
optionsahoy-mcp
Claim
Equity comp tax (ISO/NSO/RSU/QSBS), concentration & hedging. 50-state tax code,…
|
— | ||||||||
| 48423 |
sales
Claim
BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
|
— | ||||||||
| 48424 |
A powerful MCP server that extracts, stores, searches, and analyzes Claude.ai c…
|
— | ||||||||
| 48425 |
ssh-client-mcp-server
Claim
A local MCP server that enables LLMs to execute shell commands on remote hosts …
|
— | ||||||||
| 48426 |
marvenn-mcp
Claim
Marvenn MCP Server
AI-powered outbound marketing automation for agencies.
Wha…
|
— | ||||||||
| 48427 |
search-mcp-registry
Claim
Search and discover MCP servers from the MCP Registry.
|
— | ||||||||
| 48428 |
aspnetcore-debugger-mcp
Claim
MCP server for interactive .NET / ASP.NET Core debugging via netcoredbg. 27 too…
|
— | ||||||||
| 48429 |
MySQL MCP Server
Claim
A MySQL MCP server for secure database interaction, enabling schema inspection,…
|
— | ||||||||
| 48430 |
ShotAPI
Claim
Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, re…
|
— | ||||||||
| 48431 |
Twitch-Streamer-Server
Claim
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
|
— | ||||||||
| 48432 |
Search Google Books and Open Library for book metadata, covers, and publication…
|
— | ||||||||
| 48433 |
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
|
— | ||||||||
| 48434 |
Occam
Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
|
— | ||||||||
| 48435 |
Meilisearch API Server
Claim
Provide AI models with seamless access to Meilisearch's powerful search and ind…
|
— | ||||||||
| 48436 |
LINZA
Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
|
— | ||||||||
| 48437 |
fascia-mcp-server
Claim
Expose Fascia-deployed Tools and Entity schemas to AI agents via MCP
|
— | ||||||||
| 48438 |
srunx
Claim
MCP server for the SLURM workload manager. Submit jobs, run YAML workflows, mon…
|
— | ||||||||
| 48439 |
Cloudflare Workers MCP server: llm-output-quality-monitor
|
— | ||||||||
| 48440 |
agoradigest-mcp
Claim
MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, …
|
— | ||||||||
| 48441 |
testing
Claim
|
— | ||||||||
| 48442 |
XRPL Wallet Risk Score
Claim
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
|
— | ||||||||
| 48443 |
Nautilus Compass
Claim
Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost
|
— | ||||||||
| 48444 |
Respira WordPress MCP
Claim
172+ tools, 12 builders, context-aware filtering. SafeEdit safety.
|
— | ||||||||
| 48445 |
One MCP, many parsers
Claim
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
|
— | ||||||||
| 48446 |
gogcli-mcp-slides
Claim
Google Slides via gogcli for Claude — deck and slide authoring
|
— | ||||||||
| 48447 |
Sling CLI MCP server for querying any database, running data pipelines and mana…
|
— | ||||||||
| 48448 |
A Model Context Protocol server that enables Claude Desktop users to interact d…
|
— | ||||||||
| 48449 |
Olostep MCP server for web scraping, google search and website urls search.
|
— | ||||||||
| 48450 |
Plate MCP
Claim
Lightweight project management for teams and AI agents.
|
— | ||||||||