MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28501
daejung83
Live real estate market data for 895 US metros. Ask your AI assistant about hom…
 — ○ ⏳ — — — — — —
28502
rendoc Claim
Generate professional PDFs from Claude, Cursor, and other AI tools. Create invo…
 — ○ ⏳ — — — — — —
28503
Forage-mcp Claim
MCP server giving AI agents real-time web search, page scraping, company intell…
 — ○ ⏳ — — — — — —
28504
Mnemo Cortex Claim
Persistent semantic memory for AI agents — hybrid SQLite + FTS5 with DAG-based …
 — ○ ⏳ — N/A N/A — — —
28505
Frisco MCP Claim
Enables AI assistants to shop on frisco.pl, Poland's online grocery store, with…
 — ○ ⏳ — N/A N/A — — —
28506
Pay-per-use contextual guidance for AI agents. When an agent loses direction, i…
 — ○ ⏳ — — — — — —
28507
A remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (…
 — ○ ⏳ — — — — — —
28508
z0lw
Enables route search and PDF generation using Japan's Ekispert API through a re…
 — ○ — — — — 81 —
28509
Argus Claim
One endpoint, five search providers. Search broker for AI agents with automatic…
 — ○ ⏳ — — — — — —
28510
FrankenClaw Claim
Modular MCP toolbox that gives AI agents controlled access to shell, files, Git…
 — ○ ⏳ — N/A N/A — — —
28511
bischoff99
Enables comprehensive shipping and order management through EasyPost and Veeqo …
 — ○ — — — — 81 —
28512
exposes a remote MCP endpoint so agents can: run strategy backtests by symbol/…
 — ○ ⏳ — — — — — —
28513
Auto dev Claim
Automotive Data for AI Agents
 — ○ ⏳ — — — — — —
28514
Enables AI agents to integrate Midtrans payments by providing comprehensive doc…
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28515
Enables AI agents to administer MetaMCP instances by managing servers, namespac…
 — ○ ⏳ — — — — — —
28516
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
 — ○ ⏳ — — — — — —
28517
KrystalView
AI agent access to website analytics, session replay, and anomaly detection.
 — ○ ⏳ — N/A N/A — — —
28518
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
 — ○ ⏳ — N/A N/A — — —
28519
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
 — ○ ⏳ — N/A N/A — — —
28520
TickerAPI Claim
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
 — ○ ⏳ — — — — — —
28521
23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack det…
 — ○ ⏳ — — — — — —
28522
MCP server that reads and writes the system clipboard — tables, text, code, JSO…
 — ○ ⏳ — N/A N/A — — —
28523
Provides structured, SQL-style query access to Notion databases, allowing Claud…
 — ○ ⏳ — — — — — —
28524
kevros-mcp Claim
Governance primitives for autonomous agents. Verify actions against policy, rec…
 — ○ ⏳ — — — — — —
28525
team-upgrade
This server acts as a bridge between your Notion workspace and your development…
 — ○ — N/A N/A — 95 —
28526
ZibZob3000-gh
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
 — ○ — — — — 81 —
28527
cgmzfy
mcp111 Claim
— ○ — N/A N/A — 95 —
28528
atimevil
Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, pe…
 — ○ — N/A N/A — 95 —
28529
fntyler
asdf Claim
— ○ ⏳ — N/A N/A — 95 —
28530
dnuzzolillo
test Claim
— ○ — N/A N/A — 95 —
28531
codingstark-dev
Enables users to check domain name availability across 877 TLDs, generate intel…
 — ○ — — — — 81 —
28532
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
 — ○ — N/A N/A — 83 —
28533
ribbit-br
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
 — ○ ⏳ — — — — — —
28534
clawrag
clawrag Claim
— ○ ⏳ — N/A N/A — 95 —
28535
Olostep MCP server for web scraping, google search and website urls search.
 — ○ — N/A N/A — 81 —
28536
lirad
A Shopify-focused MCP server that enables AI agents to manage store operations …
 — ○ — — — — 81 —
28537
danyelangel
browserbase Claim
— ○ — N/A N/A — 95 —
28538
professor2025usa
neo Claim
— ○ — N/A N/A — 95 —
28539
tercumantanumut
seline Claim
Seline is a local-first AI desktop application that brings together conversatio…
 — ○ — N/A N/A — 95 —
28540
luthfirizky777
mcp-test2 Claim
— ○ — N/A N/A — 95 —
28541
magi8101
MCPy Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
 — ○ — — — — 81 —
28542
iMAGRAY
— ○ — N/A N/A — 95 —
28543
Kallind
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
 — ○ ⏳ — — — — — —
28544
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
 — ○ — — — — 81 —
28545
Production-ready API server template integrating FastAPI with Model Context Pro…
 — ○ ⏳ — N/A N/A — — —
28546
nicktrujillo
Provide a flexible MCP server implementation that enables integration of LLMs w…
 — ○ — N/A N/A — 95 —
28547
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
 — ○ — N/A N/A — 95 —
28548
orhanveli
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
 — ○ — N/A N/A — 95 —
28549
multicam
mcp-server Claim
— ○ — N/A N/A — 95 —
28550
human-survey Claim
Feedback collection for AI agents. Create surveys, collect responses, get resul…
 — ○ ⏳ — N/A N/A — — —
Showing 28501–28550 of 30006 servers
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