MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47951 |
Integrates with the Aerodrome Swap API to enable token swaps, pool information …
|
— | ||||||||
| 47952 |
Vari Hydration Tools
Claim
Six deterministic hydration calculators for LLMs: water intake, dehydration sc…
|
— | ||||||||
| 47953 |
3DOptix
Claim
Optical design, simulation and analysis with GPU-powered ray tracing. Import fr…
|
— | ||||||||
| 47954 |
MCP-Dubai
Claim
An MCP server that provides AI agents with access to Dubai and UAE public data …
|
— | ||||||||
| 47955 |
CoderSwap MCP Server
Claim
Build searchable AI research knowledge bases with hybrid vector search directly…
|
— | ||||||||
| 47956 |
geminiupgradeqa-mcp
Claim
Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval…
|
— | ||||||||
| 47957 |
sevdesk MCP Server
Claim
Enables management of sevdesk accounting and invoicing tasks including contacts…
|
— | ||||||||
| 47958 |
Blood Pressure Tool
Claim
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
|
— | ||||||||
| 47959 |
dhawk-creative-writer
Claim
Mercury Creative WriterTransform your creative writing with intelligent archety…
|
— | ||||||||
| 47960 |
warp
Claim
SIP trunking, numbers, porting, messaging, billing, and CDR analytics on the Ri…
|
— | ||||||||
| 47961 |
ASO Atlas
Claim
App Store keyword research, rank tracking and App Store Connect performance for…
|
— | ||||||||
| 47962 |
mcp
Claim
Manage tasks, sprints, projects, and wiki pages in your Ithura workspace.
|
— | ||||||||
| 47963 |
mcp--server
Claim
|
— | ||||||||
| 47964 |
tigl-mcp
Claim
Provides MCP tools for CPACS-oriented TiGL workflows, enabling lifecycle manage…
|
— | ||||||||
| 47965 |
translator-pro-ai-mcp
Claim
AI-powered translator pro ai MCP server for agents. Supports translate text, de…
|
— | ||||||||
| 47966 |
Extract & download TikTok, Instagram, YouTube, Douyin media — HD, no watermark,…
|
— | ||||||||
| 47967 |
mcp-server-vibe
Claim
|
— | ||||||||
| 47968 |
site-sense
Claim
Enables AI assistants to see and interact with web browser tabs by capturing ac…
|
— | ||||||||
| 47969 |
MCP Setup Server
Claim
A modular MCP server exposing tools for integrating with services like GitHub, …
|
— | ||||||||
| 47970 |
rush-gift-mcp
Claim
The rush-gift-mcp server helps users en route to an appointment find last-minut…
|
— | ||||||||
| 47971 |
wger MCP Server
Claim
MCP server that wraps wger fitness/nutrition management platform, providing 15 …
|
— | ||||||||
| 47972 |
x402tools
Claim
9 pay-per-call utility tools (QR, screenshot, DNS, OCR, PDF, etc) paid in USDC …
|
— | ||||||||
| 47973 |
DarkFunnels
Claim
WhatsApp AI sales agent on your own number via QR, no Meta API: audit chats, ed…
|
— | ||||||||
| 47974 |
Gmail MCP Local Server
Claim
Provides Claude with Gmail capabilities including sending emails, managing draf…
|
— | ||||||||
| 47975 |
dat-ai-mcp
Claim
Provides browser automation, audio transcription, and LLM chat as MCP tools for…
|
— | ||||||||
| 47976 |
otskit-mcp
Claim
Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys requir…
|
— | ||||||||
| 47977 |
Query Airbrake errors, notices, deploys, and project stats from MCP clients
|
— | ||||||||
| 47978 |
First Dollar
Claim
A curriculum that teaches AI agents how to spend their own money. Sixteen lesso…
|
— | ||||||||
| 47979 |
FixThis
Claim
Local-first MCP handoff for Jetpack Compose UI feedback and source candidates.
|
— | ||||||||
| 47980 |
UniFi RMCP
Claim
Rust MCP server and CLI for UniFi Network controller operations.
|
— | ||||||||
| 47981 |
weather-intel-mcp
Claim
US weather, alerts, earthquakes and elevation for AI agents, from NWS/NOAA and …
|
— | ||||||||
| 47982 | — | |||||||||
| 47983 |
mcp-prayer-times
Claim
Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion u…
|
— | ||||||||
| 47984 |
data-science-ai-mcp
Claim
data-science-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 47985 |
Huntress SAT MCP Server
Claim
Enables interaction with the Huntress SAT API to manage security awareness trai…
|
— | ||||||||
| 47986 |
Enables driving a BitRobot-compatible ground robot (e.g., Earth Rover Mini+ or …
|
— | ||||||||
| 47987 |
mcp-server-imap
Claim
Email tools for any IMAP/SMTP provider: list, read, search, send, and manage me…
|
— | ||||||||
| 47988 |
pocketid-mcp
Claim
MCP server for managing Pocket ID instances, providing 57 tools for user manage…
|
— | ||||||||
| 47989 |
railinfo-mcp
Claim
Enables real-time Indian Railways information retrieval, including live train r…
|
— | ||||||||
| 47990 |
securityscorecard-mcp
Claim
Community-built, comprehensive MCP server for the SecurityScorecard API (unoffi…
|
— | ||||||||
| 47991 |
Enables authorized Android security testing with static and dynamic analysis, F…
|
— | ||||||||
| 47992 |
kage-mcp
Claim
A lightweight MCP server for parsing HTML, fetching URLs, rendering terminal-st…
|
— | ||||||||
| 47993 |
universal-memory-mcp
Claim
Provides any AI CLI tool with long-term memory using a three-tier architecture …
|
— | ||||||||
| 47994 |
Wafergraph MCP
Claim
Read-only MCP server for wafergraph.com's semiconductor & AI supply-chain data:…
|
— | ||||||||
| 47995 |
Enables semantic search over the Vignan University knowledge base using Pinecon…
|
— | ||||||||
| 47996 |
MatFlow
Claim
Read-only MatFlow data: pricing, competitors, features, FAQs for combat-sports …
|
— | ||||||||
| 47997 |
uploadcheck
Claim
QC videos, podcasts, and clips before upload — timestamped flags with agent-rea…
|
— | ||||||||
| 47998 |
The Culture MCP Server
Claim
MCP server for The Culture, a fashion-focused social media app, exposing Supaba…
|
— | ||||||||
| 47999 |
ShowMeOnMap
Claim
Ask in plain English, get a rendered, shareable map from live public data. 24 g…
|
— | ||||||||
| 48000 |
Claude MCP Server
Claim
A Model Context Protocol (MCP) server that provides a bridge to Anthropic's Cla…
|
— | ||||||||