MCP Server Quality Scores
Independent quality analysis of 60909 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27151 |
Connects to a Gym Tracker Supabase database to provide LLMs with access to pers…
|
C 64 3⁄4 | ||||||||
| 27152 |
MCP server for Vapi.ai that enables AI coding assistants to manage voice assist…
|
C 64 3⁄4 | ||||||||
| 27153 |
Crypto technical analysis inside Claude. Get live TA from Binance (EMA, RSI, MA…
|
C 64 3⁄4 | ||||||||
| 27154 |
YNAB MCP Starter
Claim
A production-ready TypeScript starter for building read-only YNAB MCP servers. …
|
C 64 3⁄4 | ||||||||
| 27155 |
모두 파싱해버리겠다 — HWP3·HWP·HWPX·HWPML·PDF·XLS·XLSX·DOCX → Markdown. 신구대조·양식 자동 채우기·M…
|
C 64 3⁄4 | ||||||||
| 27156 |
Parses Excel/PDF construction calculations and retrieves Korean construction st…
|
C 64 3⁄4 | ||||||||
| 27157 |
Gate news MCP for crypto news, structured events, announcements, and social sen…
|
C 64 3⁄5 | ||||||||
| 27158 |
MCP server for Polymarket prediction markets, enabling search, market details, …
|
C 64 3⁄4 | ||||||||
| 27159 |
Provides AI agents with access to real-time and historical SPX 0DTE options mar…
|
C 64 3⁄4 | ||||||||
| 27160 |
MCP server for the StepSecurity platform that enables investigating supply-chai…
|
C 63 3⁄4 | ||||||||
| 27161 |
Workopia
Claim
AI job search, resume builder, and career advice via MCP
|
C 63 3⁄4 | ||||||||
| 27162 |
Provides 19 AI-powered business intelligence tools for tasks such as SEO audits…
|
C 63 3⁄4 | ||||||||
| 27163 |
Enables AI agents to interact with Cisco IOS-XE network devices over SSH using …
|
C 63 3⁄4 | ||||||||
| 27164 |
Provides AI agents access to Medicare coverage policies, prior authorization re…
|
C 63 3⁄4 | ||||||||
| 27165 |
Provides interpretable variant effect predictions for 4.2 million ClinVar varia…
|
C 63 3⁄4 | ||||||||
| 27166 |
A self-hosted GitHub MCP server with per-repository guardrails for AI agents, e…
|
C 63 3⁄4 | ||||||||
| 27167 |
Get Gather
Claim
A containerized service that enables MCP clients to interact with data and perf…
|
C 63 3⁄4 | ||||||||
| 27168 |
Open Ephemeris is a high-precision astrology API with an MCP server exposing 11…
|
C 63 3⁄4 | ||||||||
| 27169 |
An MCP server that enables natural language interaction with the MeteoControl V…
|
C 63 3⁄4 | ||||||||
| 27170 |
A lightweight MCP server providing safe, read-only access to MySQL databases. I…
|
C 63 3⁄4 | ||||||||
| 27171 |
Trilium MCP Server
Claim
Enables users to manage Trilium Notes through natural language commands in the …
|
C 63 3⁄4 | ||||||||
| 27172 |
The shared AI context engine for git — save, search, and share the reasoning be…
|
C 63 3⁄4 | ||||||||
| 27173 |
Monitors and analyzes product prices across major e-commerce platforms (Taobao,…
|
C 63 3⁄4 | ||||||||
| 27174 |
MCP Server for SurrealDB - Bridge AI assistants with SurrealDB databases
|
C 63 3⁄4 | ||||||||
| 27175 |
Enables seamless integration with Convolut Context Bank for AI-powered context …
|
C 63 3⁄4 | ||||||||
| 27176 |
An MCP server that combines both subgraphs with the Limitless REST API for mark…
|
C 63 3⁄4 | ||||||||
| 27177 |
MCP server for monetizing Moltbook agent social network actions. Other AI agent…
|
C 63 3⁄4 | ||||||||
| 27178 |
Zerion MCP let's your agent analyze EVM and Solana wallets and summarize total …
|
C 63 3⁄4 | ||||||||
| 27179 |
Python MCP server for the Hevy fitness app. Gives Claude full access to your He…
|
C 63 3⁄4 | ||||||||
| 27180 |
Provides scored and reasoned Kyoto temple data optimized for AI travel agents t…
|
C 63 3⁄4 | ||||||||
| 27181 |
Enables users to search for anime information via the Bangumi API and discover …
|
C 63 3⁄4 | ||||||||
| 27182 |
An MCP server that proxies tool calls to a running SentinelX Core instance with…
|
C 63 3⁄4 | ||||||||
| 27183 |
A production-grade, extensible Python template for building Model Context Proto…
|
C 63 3⁄4 | ||||||||
| 27184 |
MCP server for Google Search Console. 21 tools for search analytics, keyword op…
|
C 63 3⁄4 | ||||||||
| 27185 |
This MCP server enables AI assistants to access Gangtise investment research pl…
|
C 63 3⁄4 | ||||||||
| 27186 |
MCP Server for CAD
Claim
Translates natural language commands into structured geometric operations for a…
|
C 63 3⁄4 | ||||||||
| 27187 |
Provides full Descript integration for transcription, AI-powered editing, voice…
|
C 63 3⁄4 | ||||||||
| 27188 |
MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and…
|
C 63 3⁄4 | ||||||||
| 27189 |
Production-grade MCP server for FreshBooks. 25 tools for invoices, clients, exp…
|
C 63 3⁄4 | ||||||||
| 27190 |
Enables secure retrieval of real-time weather data for any location via Open-Me…
|
C 63 3⁄4 | ||||||||
| 27191 |
MCP server for Agent Zone — vendor-neutral infrastructure knowledge, K8s valida…
|
C 63 3⁄4 | ||||||||
| 27192 |
LAWMADI
Claim
법마디(Lawmadi) OS — Korean
Legal AI with 60 specialized agents and
real-time stat…
|
C 63 3⁄4 | ||||||||
| 27193 |
Provides read-only access to DataCite's index of 125M+ research DOIs via natura…
|
C 63 3⁄4 | ||||||||
| 27194 |
A bridge that enables any LLM to access and interact with documented REST APIs …
|
C 63 3⁄4 | ||||||||
| 27195 |
MCP Server for [Arknights](https://www.arknights.global/), querying the [PRTS W…
|
C 63 3⁄4 | ||||||||
| 27196 |
Enables AI assistants to manage Instagram Business accounts by automating conte…
|
C 63 3⁄4 | ||||||||
| 27197 |
An MCP server for Splitwise that enables users to manage shared expenses, frien…
|
C 63 3⁄4 | ||||||||
| 27198 |
Browse Hacker News feeds, threads, and user profiles with full-text search.
|
C 63 3⁄5 | ||||||||
| 27199 |
Real-time prediction market consensus data for AI agents. Aggregates probabilit…
|
C 63 3⁄4 | ||||||||
| 27200 |
MCP server for L402-protected APIs via Bitcoin Lightning. Pay-per-call AI tools…
|
C 63 3⁄4 | ||||||||