MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28551
Enables AI agents to integrate Midtrans payments by providing comprehensive doc…
28552
Enables AI agents to administer MetaMCP instances by managing servers, namespac…
28553
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
28554
KrystalView
AI agent access to website analytics, session replay, and anomaly detection.
N/A N/A
28555
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
N/A N/A
28556
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
N/A N/A
28557
TickerAPI Claim
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
28558
23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack det…
28559
MCP server that reads and writes the system clipboard — tables, text, code, JSO…
N/A N/A
28560
Provides structured, SQL-style query access to Notion databases, allowing Claud…
28561
kevros-mcp Claim
Governance primitives for autonomous agents. Verify actions against policy, rec…
28562
team-upgrade
This server acts as a bridge between your Notion workspace and your development…
N/A N/A 95
28563
ZibZob3000-gh
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
81
28564
cgmzfy
mcp111 Claim
N/A N/A 95
28565
atimevil
Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, pe…
N/A N/A 95
28566
fntyler
asdf Claim
N/A N/A 95
28567
dnuzzolillo
test Claim
N/A N/A 95
28568
codingstark-dev
Enables users to check domain name availability across 877 TLDs, generate intel…
81
28569
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
N/A N/A 83
28570
ribbit-br
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
28571
clawrag
clawrag Claim
N/A N/A 95
28572
Olostep MCP server for web scraping, google search and website urls search.
N/A N/A 81
28573
lirad
A Shopify-focused MCP server that enables AI agents to manage store operations …
81
28574
danyelangel
browserbase Claim
N/A N/A 95
28575
professor2025usa
neo Claim
N/A N/A 95
28576
tercumantanumut
seline Claim
Seline is a local-first AI desktop application that brings together conversatio…
N/A N/A 95
28577
luthfirizky777
mcp-test2 Claim
N/A N/A 95
28578
magi8101
MCPy Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
81
28579 N/A N/A 95
28580
Kallind
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
28581
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
81
28582
Production-ready API server template integrating FastAPI with Model Context Pro…
N/A N/A
28583
nicktrujillo
Provide a flexible MCP server implementation that enables integration of LLMs w…
N/A N/A 95
28584
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
N/A N/A 95
28585
orhanveli
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
N/A N/A 95
28586
multicam
mcp-server Claim
N/A N/A 95
28587
human-survey Claim
Feedback collection for AI agents. Create surveys, collect responses, get resul…
N/A N/A
28588
octobrain Claim 1
Persistent memory for AI assistants with semantic search and knowledge graph re…
N/A N/A 81
28589
seanerama
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
81
28590
The MCP Engine is a Power BI tool that lets AI assistants like Claude interact …
N/A N/A
28591
lazy-tool Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
N/A N/A
28592
MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered W…
N/A N/A
28593
getverdict-ai
Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…
N/A N/A
28594
AI-powered crypto trading tools. Strategies, backtests, bots, and portfolio man…
28595 N/A N/A 95
28596
stefan-xyz
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
N/A N/A 95
28597
luthfirizky777
test Claim
N/A N/A 95
28598
rosibisdev
Detects semantic gaps between texts. Use when a conversation is failing, a ques…
28599
ppengit
Enables SQL Server database operations (queries, table management) and file sys…
81
28600
yuvalsuede
agent-media Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
81
Showing 28551–28600 of 30006 servers
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