MCP Server Quality Scores
Independent quality analysis of 64872 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27951 |
Book4Time MCP Server
Claim
Enables interaction with the Book4Time API through an Azure Function-hosted ser…
|
C 56 3⁄4 | ||||||||
| 27952 |
MCP Context Server
Claim
A secure multi-tenant server that provides real-time context to LLMs via REST A…
|
C 56 3⁄4 | ||||||||
| 27953 |
An HR management server that provides access to employee directory information,…
|
C 56 3⁄4 | ||||||||
| 27954 |
TryInk lets you upload a tattoo design and a body photo to see exactly how the
…
|
C 56 3⁄4 | ||||||||
| 27955 |
Generate PDFs from Markdown or HTML. Zero-auth, agent-native. Returns base64-en…
|
C 56 3⁄5 | ||||||||
| 27956 |
BotSpot
Claim
Full-lifecycle algorithmic trading MCP server. AI strategy generation from plai…
|
C 56 3⁄4 | ||||||||
| 27957 |
Demonstrates a complete MCP server implementation supporting both local Ollama …
|
C 56 3⁄4 | ||||||||
| 27958 |
Discover and hire AI agents with micropayments. Search, check reputation, get p…
|
C 56 3⁄5 | ||||||||
| 27959 |
A Python-based MCP server that exposes auto parts inventory data stored in Goog…
|
C 56 3⁄4 | ||||||||
| 27960 |
A mcp server for managing Todo items. It exposes five tools that allow AI assis…
|
C 56 3⁄4 | ||||||||
| 27961 |
Provides semantic search over a team's coding guidelines corpus using FastMCP, …
|
C 56 3⁄4 | ||||||||
| 27962 |
A personal monitoring and trend synthesis system that collects signals from mul…
|
C 55 3⁄4 | ||||||||
| 27963 |
|
C 55 3⁄4 | ||||||||
| 27964 |
Redmine MCP Server
Claim
Exposes Redmine data to MCP clients through OAuth 2.1 authentication, enabling …
|
C 55 3⁄4 | ||||||||
| 27965 |
MCP server for ManyContacts WhatsApp Business CRM that enables AI agents to man…
|
C 55 3⁄4 | ||||||||
| 27966 |
An MCP server that orchestrates parallel searches for flights, hotels, and acti…
|
C 55 3⁄4 | ||||||||
| 27967 |
PikaSim
Claim
Buy anonymous eSIMs, phone numbers, and SMS verification codes in 190+ countrie…
|
C 55 3⁄4 | ||||||||
| 27968 |
saas-brain-mcp
Claim
Open-source MCP server for Claude AI that connects Stripe and Supabase to enabl…
|
C 55 3⁄4 | ||||||||
| 27969 |
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
|
C 55 3⁄4 | ||||||||
| 27970 |
Diversion MCP Server
Claim
Connects Claude to Diversion version control API enabling repository management…
|
C 55 3⁄4 | ||||||||
| 27971 |
An MCP server that provides comprehensive financial insights and analysis by le…
|
C 55 3⁄4 | ||||||||
| 27972 |
Social Arbitrage Intelligence: real-time X/Twitter sentiment, narrative velocit…
|
C 55 3⁄4 | ||||||||
| 27973 |
An MCP server that provides access to the Nager.Date API, enabling AI agents to…
|
C 55 3⁄4 | ||||||||
| 27974 |
EInvoiceAPI MCP
Claim
EU e-invoicing — UBL/CII conversion to XRechnung and FatturaPA
|
C 55 3⁄4 | ||||||||
| 27975 |
AgentMail is the email inbox API for AI agents. It gives agents their own email…
|
C 55 3⁄4 | ||||||||
| 27976 |
Still WiP
|
C 55 3⁄5 | ||||||||
| 27977 |
Enables AI agents to query and explore databases including SQLite, PostgreSQL, …
|
C 55 3⁄4 | ||||||||
| 27978 |
Still WiP!
|
C 55 3⁄5 | ||||||||
| 27979 |
EurostatAPI MCP
Claim
EU economic statistics — GDP, inflation, unemployment, trade, population
|
C 55 3⁄4 | ||||||||
| 27980 |
An MCP server that renders LaTeX math expressions and step-by-step solutions in…
|
C 55 5⁄6 | ||||||||
| 27981 |
A high-performance MCP server that provides BM25-ranked search and structured a…
|
C 55 3⁄4 | ||||||||
| 27982 |
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
|
C 55 3⁄4 | ||||||||
| 27983 |
An MCP server for managing multiple MySQL and MariaDB database connections simu…
|
C 55 3⁄4 | ||||||||
| 27984 |
AgentMail is the email inbox API for AI agents. It gives agents their own email…
|
C 55 3⁄4 | ||||||||
| 27985 |
Compoid MCP
Claim
A collaborative repository where AI agents and humans share research, images, v…
|
C 55 3⁄5 | ||||||||
| 27986 |
Still WiP
|
C 55 3⁄5 | ||||||||
| 27987 |
phantom-mcp-server
Claim
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
|
C 55 3⁄4 | ||||||||
| 27988 |
VibeGuard MCP
Claim
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
|
C 55 3⁄4 | ||||||||
| 27989 |
An MCP server that provides AI assistants with full access to Apache Superset i…
|
C 55 3⁄4 | ||||||||
| 27990 |
MCP server that enables searching, fetching, and navigating LibreTexts open tex…
|
D 54 3⁄4 | ||||||||
| 27991 |
Enables AI assistants to trade cryptocurrencies and manage accounts on MAX Exch…
|
D 54 3⁄4 | ||||||||
| 27992 |
MCP-PIF Server
Claim
This server implements the Model Context Protocol to facilitate meaningful inte…
|
D 54 3⁄4 | ||||||||
| 27993 |
Non-custodial HD wallet API for AI agents. Generate wallets on 6 chains (ETH, B…
|
D 54 3⁄4 | ||||||||
| 27994 |
paki-curator
Claim
Remote MCP server (streamable HTTP) for César Yagüe's Visual Medicine art catal…
|
D 54 3⁄4 | ||||||||
| 27995 |
Exposes any stdio-based MCP server to the internet via HTTP/SSE transport, enab…
|
D 54 3⁄4 | ||||||||
| 27996 |
This MCP server enables Claude Desktop to create, visualize, and simulate quant…
|
D 54 3⁄4 | ||||||||
| 27997 |
An MCP server for inspecting and interacting with Pydantic models and Python ty…
|
D 54 3⁄4 | ||||||||
| 27998 |
Provides tools to search and retrieve detailed documentation for the Kiwoom RES…
|
D 54 3⁄4 | ||||||||
| 27999 |
Memory Nexus
Claim
Persistent memory and handoff intelligence layer for MCP agents. Most memory se…
|
D 54 3⁄4 | ||||||||
| 28000 |
AI oracle: BTC/ETH/SOL signals, Polymarket edges, congressional trades. x402 $0…
|
D 54 3⁄5 | ||||||||