MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 2 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44901 |
@arguslog/mcp-server
Claim
Read and manage your Argulog error tracking data - issues, projects, alerts, re…
|
— | ||||||||
| 44902 |
antibanana-mcp
Claim
封装了 Google Antigravity 的 Nano Banana 图像生成能力,使 AI 客户端可通过 MCP 调用生成或编辑图片。
|
— | ||||||||
| 44903 |
Memory MCP
Claim
Personal memory service using semantic vector retrieval and knowledge graphs to…
|
— | ||||||||
| 44904 |
Abgeordnetenwatch MCP
Claim
Provides live, source-linked transparency data on German MPs, including roll-ca…
|
— | ||||||||
| 44905 |
mcp-grok
Claim
MCP server for Grok Imagine AI video generation
|
— | ||||||||
| 44906 |
Connects Claude Code to a Latent Defense deployment to map GitHub repositories …
|
— | ||||||||
| 44907 |
QuillHub
Claim
Meeting transcripts for AI agents: search calls, read who said what, transcribe…
|
— | ||||||||
| 44908 |
investbuddy
Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
|
— | ||||||||
| 44909 |
kevros-mcp
Claim
Governance primitives for autonomous agents — verify actions against policy, re…
|
— | ||||||||
| 44910 |
Thoughtbox (beta)
Claim
[NOTE: Thoughtbox temporarily may not maintain connectivity over Smithery as we…
|
— | ||||||||
| 44911 |
한국 상품·휴대폰 검증 조건 검색과 총비용·약정 반환금·결합할인 참고 계산. 출처·누락 조건을 제공하는 무인증·읽기 전용 MCP입니다.
|
— | ||||||||
| 44912 |
Agent Commerce Protocol MCP — bridges Stripe ACP + Google AP2 + Coinbase x402 f…
|
— | ||||||||
| 44913 |
Sayalabs MCP
Claim
A production-ready MCP server that injects a team of subagent interns, web sear…
|
— | ||||||||
| 44914 |
mcp-toy
Claim
A toy MCP server for exploring Model Context Protocol capabilities, including r…
|
— | ||||||||
| 44915 |
supabase-homeskillet
Claim
|
— | ||||||||
| 44916 |
MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations…
|
— | ||||||||
| 44917 |
deliver-cli
Claim
Transforms AI agents into spec-driven product engineers by managing the softwar…
|
— | ||||||||
| 44918 |
Enables semantic search over your Cursor IDE chat history by vectorizing prompt…
|
— | ||||||||
| 44919 |
mock-server-ai-mcp
Claim
mock-server-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 44920 |
servidor-acordaos-ia
Claim
|
— | ||||||||
| 44921 |
mubdi
Claim
|
— | ||||||||
| 44922 |
proxmox-mcp
Claim
An MCP server that exposes Proxmox VE node/cluster as tools for MCP clients, en…
|
— | ||||||||
| 44923 |
AMC MCP Server
Claim
Enables conversational AI assistants to help users discover movies, find showti…
|
— | ||||||||
| 44924 |
DA Admin MCP Server
Claim
An MCP server that provides tools for interacting with the Document Authoring A…
|
— | ||||||||
| 44925 |
boothcheck
Claim
What a stock price is betting on: implied growth, duration, and margin, read fr…
|
— | ||||||||
| 44926 |
Claude Session Logger
Claim
A local MCP server that records completed tasks to daily JSONL files and promot…
|
— | ||||||||
| 44927 |
carrier-intelligence
Claim
Free FMCSA carrier background checks: authority, insurance, crashes, safety sco…
|
— | ||||||||
| 44928 |
Zotero MCP Bridge
Claim
Enables LLM clients to browse and query your Zotero library through tool calls.…
|
— | ||||||||
| 44929 |
An MCP server that enables AI models to search the web using OpenAI's 4o-mini S…
|
— | ||||||||
| 44930 |
calendly-mcp
Claim
Enables Claude to schedule, query, and cancel Calendly events via Calendly API …
|
— | ||||||||
| 44931 |
MinerU Document Explorer
Claim
Enables AI agents to search, deep-read, and build knowledge bases from Markdown…
|
— | ||||||||
| 44932 |
sanctuary
Claim
Open-source MCP server: encrypted local keys and state, operator approval gates…
|
— | ||||||||
| 44933 |
coderadius
Claim
Enables AI agents to query architecture context, data contracts, and blast radi…
|
— | ||||||||
| 44934 |
llm-bus
Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
|
— | ||||||||
| 44935 |
MCP SQL Server Gateway
Claim
Enterprise-safe MCP server that enables Claude Enterprise to access approved on…
|
— | ||||||||
| 44936 |
file2markdown
Claim
Convert docs and web pages to clean Markdown: PDF, DOCX, XLSX, EPUB, scans, URL…
|
— | ||||||||
| 44937 |
Read-only US tax reference for notices, deadlines, filing screens, and clearly …
|
— | ||||||||
| 44938 |
BioOpenMCP
Claim
BioOpenMCP enables users to run bioinformatics tools like FastQC, Cutadapt, and…
|
— | ||||||||
| 44939 |
An MCP server that enables AI assistants like Claude to interact with Substack …
|
— | ||||||||
| 44940 |
server-anthropic
Claim
Provides access to Anthropic's AI models through the Model Context Protocol, en…
|
— | ||||||||
| 44941 |
memory-mcp
Claim
A local stdio MCP server that exposes a shared brain (read/search/write) over ~…
|
— | ||||||||
| 44942 |
Claude Stitch MCP
Claim
Enables managing Stitch design projects via natural language, including listing…
|
— | ||||||||
| 44943 |
MCP DataFrame QA
Claim
A research-informed MCP server that enables natural language question answering…
|
— | ||||||||
| 44944 |
Enables accessibility testing using Playwright and Axe, allowing users to scan …
|
— | ||||||||
| 44945 |
BananaCrystal MCP Server
Claim
Provides AI agents with a wallet and autonomous payment capabilities using stab…
|
— | ||||||||
| 44946 |
dental-calendar-mcp
Claim
Enables ElevenLabs AI agents to manage dental clinic appointments through Googl…
|
— | ||||||||
| 44947 |
Fuzzy-Semantic-Audit-MCP
Claim
A high-precision logical vulnerability auditing tool that uses MCP and CodeGrap…
|
— | ||||||||
| 44948 |
arcgis-tallahassee
Claim
Enables searching and querying open geospatial datasets from Tallahassee-Leon C…
|
— | ||||||||
| 44949 |
comfyui-mcp-secure
Claim
A secure MCP server for ComfyUI that enables AI assistants to generate images, …
|
— | ||||||||
| 44950 |
ask_her
Claim
|
— | ||||||||