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
28201
Enables AI agents to integrate Midtrans payments by providing comprehensive doc…
28202
Enables AI agents to administer MetaMCP instances by managing servers, namespac…
28203
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
28204
KrystalView
AI agent access to website analytics, session replay, and anomaly detection.
N/A N/A
28205
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
N/A N/A
28206
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
N/A N/A
28207
TickerAPI Claim
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
28208
23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack det…
28209
MCP server that reads and writes the system clipboard — tables, text, code, JSO…
N/A N/A
28210
Provides structured, SQL-style query access to Notion databases, allowing Claud…
28211
kevros-mcp Claim
Governance primitives for autonomous agents. Verify actions against policy, rec…
28212
team-upgrade
This server acts as a bridge between your Notion workspace and your development…
N/A N/A 95
28213
ZibZob3000-gh
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
81
28214
cgmzfy
mcp111 Claim
N/A N/A 95
28215
atimevil
Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, pe…
N/A N/A 95
28216
fntyler
asdf Claim
N/A N/A 95
28217
dnuzzolillo
test Claim
N/A N/A 95
28218
codingstark-dev
Enables users to check domain name availability across 877 TLDs, generate intel…
81
28219
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
N/A N/A 83
28220
ribbit-br
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
28221
clawrag
clawrag Claim
N/A N/A 95
28222
Olostep MCP server for web scraping, google search and website urls search.
N/A N/A 81
28223
lirad
A Shopify-focused MCP server that enables AI agents to manage store operations …
81
28224
danyelangel
browserbase Claim
N/A N/A 95
28225
professor2025usa
neo Claim
N/A N/A 95
28226
tercumantanumut
seline Claim
Seline is a local-first AI desktop application that brings together conversatio…
N/A N/A 95
28227
luthfirizky777
mcp-test2 Claim
N/A N/A 95
28228
magi8101
MCPy Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
81
28229 N/A N/A 95
28230
Kallind
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
28231
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
81
28232
Production-ready API server template integrating FastAPI with Model Context Pro…
N/A N/A
28233
nicktrujillo
Provide a flexible MCP server implementation that enables integration of LLMs w…
N/A N/A 95
28234
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
N/A N/A 95
28235
orhanveli
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
N/A N/A 95
28236
multicam
mcp-server Claim
N/A N/A 95
28237
human-survey Claim
Feedback collection for AI agents. Create surveys, collect responses, get resul…
N/A N/A
28238
octobrain Claim 1
Persistent memory for AI assistants with semantic search and knowledge graph re…
N/A N/A 81
28239
seanerama
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
81
28240
The MCP Engine is a Power BI tool that lets AI assistants like Claude interact …
N/A N/A
28241
lazy-tool Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
N/A N/A
28242
MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered W…
N/A N/A
28243
getverdict-ai
Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…
N/A N/A
28244
AI-powered crypto trading tools. Strategies, backtests, bots, and portfolio man…
28245 N/A N/A 95
28246
stefan-xyz
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
N/A N/A 95
28247
luthfirizky777
test Claim
N/A N/A 95
28248
rosibisdev
Detects semantic gaps between texts. Use when a conversation is failing, a ques…
28249
ppengit
Enables SQL Server database operations (queries, table management) and file sys…
81
28250
yuvalsuede
agent-media Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
81
Showing 28201–28250 of 30006 servers
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