MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17501
portofcontext
pctx Claim
pctx is the execution layer for agentic tool calls. It auto-converts agent tool…
D 47 55 60 10 0 89 82
17502
BACH-AI-Tools
Provides access to the LinkedIn Sales Navigator API without requiring browser c…
D 47 55 54 57 0 45 76
17503
racter-ciso
RacterMX Claim
Manage RacterMX email forwarding — domains, aliases, webhooks, and more — via A…
D 47 44 72 0 N/A 37 69
17504
artvepa80
HefestoAI Claim
Pre-commit code quality guardian. Detects semantic drift in AI-generated code.
D 47 55 60 27 0 66 83
17505
BACH-AI-Tools
Enables phone number lookup through the Truecaller Data2 API, allowing users to…
D 47 55 50 60 0 45 81
17506
helixml
kodit Claim
👩‍💻 MCP server to index external repositories
D 47 55 52 31 0 80 81
17507
box
The Box MCP server allows third party AI agents to securely and seamlessly acce…
D 47 44 58 10 33 81
17508
BACH-AI-Tools
Newsnow MCP Server Claim
Enables access to news from multiple sources including Google News and DuckDuck…
D 47 55 50 60 0 45 81
17509
BACH-AI-Tools
Enables access to comprehensive vehicle information including VIN decoding, lic…
D 47 55 50 60 0 45 78
17510
protagolabs
NetMind ParsePro Claim
Enables parsing PDF files from local paths or URLs into structured JSON or Mark…
D 47 55 66 32 0 52 81
17511
aarna-ai
atv Claim
Access Aarna's DeFi yield vaults — query NAV/TVL/APY, build transactions, track…
D 47 44 48 0 N/A 68 78
17512
atlassian
Atlassian Rovo MCP Server
D 47 55 64 38 0 49 82
17513
lintbase
lintbase-mcp Claim
Real-time Firestore schema context for AI coding agents. Stop hallucinating fie…
D 47 53 56 46 0 33 95
17514
alramalho
mcp-guard Claim
An HTTP proxy that secures MCP servers by intercepting tool calls and blocking …
D 47 55 66 47 0 35 80
17515
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that provides programmatic access to…
D 47 55 60 62 0 21 81
17516
BACH-AI-Tools
Enables searching for cocktail recipes by name or ingredients using the API Nin…
D 47 55 50 60 0 45 81
17517
BACH-AI-Tools
Enables access to Moz API to retrieve Domain Authority, Page Authority, externa…
D 47 55 50 60 0 45 80
17518
BACH-AI-Tools
Enables downloading MP3 audio files from YouTube videos by providing a YouTube …
D 47 55 50 60 0 45 80
17519
robkisk
Enables LLM-powered tools to interact with Databricks clusters, jobs, notebooks…
D 47 55 72 41 0 29 81
17520
BACH-AI-Tools
Enables users to convert YouTube videos to MP3 format with optional trimming ca…
D 47 55 50 60 0 45 81
17521
ta-toshio
Enables read-only access to FileMaker databases through the Data API, allowing …
D 46 55 72 38 0 31 81
17522
ruanrongman
本项目为xiaozhi-esp32提供后端服务 | A Powerful AI agent IoT platform core.
D 46 53 50 22 0 69 95
17523
walichat
Enables AI assistants to manage WhatsApp communications by sending messages, ma…
D 46 55 64 43 0 39 76
17524
BACH-AI-Tools
Provides access to the Ghibli Image Generator API for creating Ghibli-style ima…
D 46 55 54 50 0 45 80
17525
maxanatsko
The MCP Engine is a Power BI tool that lets AI assistants like Claude interact …
D 46 44 54 0 N/A 48 81
17526
BACH-AI-Tools
Enables code execution and compilation through the Judge0 CE API, supporting mu…
D 46 55 50 55 0 42 80
17527
BACH-AI-Tools
Provides dictionary lookup functionality through the API Ninjas Dictionary API,…
D 46 55 50 52 0 45 81
17528
sin4ch
mono-mcp Claim
A comprehensive Model Context Protocol (MCP) server for Nigerian banking operat…
D 46 53 72 10 0 49 95
17529
yusong652
Give AI agents full access to ITASCA PFC - documentation, simulation, and plot …
D 46 55 60 31 0 59 80
17530
ToolOracle
HederaOracle Claim
9 MCP tools for DeFi risk & compliance on Hedera
D 46 44 48 0 59 81
17531
xllinbupt
Liepin Jobs Claim
Liepin job search and resume workflows backed by the official Liepin MCP server.
D 46 55 94 0 0 41 81
17532
Skyvern-AI
Skyvern Claim
AI-powered browser automation — navigate, click, fill forms, and extract data f…
D 46 55 56 10 0 86 84
17533
rbonestell
ap-mcp-server Claim
Model Context Protocol (MCP) server for the Associated Press Media API
D 46 53 90 0 0 49 83
17534
shanrichard
Binance MCP Server Claim
Enables AI agents to perform cryptocurrency trading operations on Binance excha…
D 46 55 66 37 0 43 76
17535
ChainAware
The Behavioural Prediction MCP Server provides AI-powered tools to analyze wall…
D 46 44 58 0 39 81
17536
BACH-AI-Tools
Enables downloading content from various social media platforms through a unifi…
D 46 55 50 52 0 45 80
17537
smartdatabrokers
Slideforge Claim
Remote MCP server that generates consulting-quality PowerPoint slides. Up to 10…
D 46 44 54 0 48 81
17538
BACH-AI-Tools
Enables querying current date and time information by city/state/country, geogr…
D 46 55 50 57 0 42 81
17539
ToolOracle
12 MCP tools for DeFi risk & compliance on Arbitrum: token risk scoring, protoc…
D 46 44 60 0 39 81
17540
minthcm
minthcm Claim
First AI‑enabled open-source Human Capital Management system that you can start…
D 46 53 60 10 0 68 95
17541
SylphAI-Inc
adal-cli Claim
The self-evolving coding agent that learns from your entire team and codebase. …
D 46 55 60 50 0 24 85 CS
17542
getsentry
sentry-mcp Claim 1
MCP server for Sentry - error monitoring, issue tracking, and debugging for AI …
D 46 44 45 11 N/A 59 72
17543
BACH-AI-Tools
Provides access to the Coinranking1 API for retrieving real-time cryptocurrency…
D 46 55 50 60 0 42 78
17544
colabfit
colabfit-mcp Claim 1
An MCP server that provides access to the ColabFit database
D 46 53 45 46 0 47 95
17545
BACH-AI-Tools
Enables users to stream or download YouTube video information and direct links …
D 46 55 54 50 0 45 80
17546
BACH-AI-Tools
Enables parsing and extracting structured data from resumes using the Rchilli A…
D 46 55 50 52 0 45 81
17547
WagnerAgent
A curated, DevOps-focused list of Model Context Protocol (MCP) servers—covering…
D 46 44 48 10 N/A 42 81
17548
soklet
soklet Claim
Soklet is a zero-dependency Java HTTP/1.1 and Server-Sent Event + MCP server, w…
D 46 44 54 0 N/A 46 81
17549
espadaw
Agent47 Claim
Unified job aggregator for AI agents across 9+ platforms (x402, RentAHuman, Vir…
D 46 44 54 12 29 83
17550
filipljoljic
Testmo MCP Server Claim
Enables AI assistants to interact with Testmo test management platform for crea…
D 46 55 60 45 0 39 81
Showing 17501–17550 of 30006 servers
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