MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

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66549
Discovered
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31859
Scored
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2112
Verified
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16953
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Last updated 1 hour, 39 minutes ago

Grade Distribution

Score Distribution

Newly Added

PromptUI F Strix F Seldons Korea Trade F Data Parrot AI Revenue Analyst F mcp F

Biggest Gainers

MemoryPlugin +46 Teppek +46 retro +44

Biggest Drops

Scrub MCP -47 Spectral — verified-knowledge oracle -46 scry — agent conduct meter, vow oracle, and the agent town -38
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33401
kionsoftware
Enables interaction with the Kion platform for cloud cost management, governanc…
 — ○ ⏳ — — — — — —
33402
musasister
Enables searching and retrieving Korean commercial registration precedents (617…
 — ○ ⏳ — N/A N/A — — —
33403
tarsemx15-lgtm
Simplest way to run a stateless MCP server on Cloudflare Workers, using createM…
 — ○ ⏳ — — — — — —
33404
guardentryai
Exposes the Agent Policy Router (APR) as MCP tools, allowing any MCP-compatible…
 — ○ ⏳ — — — — — —
33405
vinkius-labs
Generates cryptographically secure, compliant UUIDs (v4, v5, v7) to prevent AI-…
 — ○ ⏳ — — — — — —
33406
jeffgbradley2
rss-mcp Claim
An MCP server that provides RSS feed tools for Claude Desktop, enabling fetchin…
 — ○ ⏳ — N/A N/A — — —
33407
owine
Exposes UniFi Protect's Integration REST API as tools for Claude Code and other…
 — ○ ⏳ — — — — — —
33408
Bryan-cmf
cross-search Claim
Enables multi-engine parallel search with cross-validation, combining Brave, Ta…
 — ○ ⏳ — — — — — —
33409
macdroidapps
Provides weather data, analysis, and report saving through MCP tools, with a Ne…
 — ○ ⏳ — — — — — —
33410
Baneado98
Enables scanning diffs or code blobs for leaked secrets, returning a verdict wi…
 — ○ ⏳ — N/A N/A — — —
33411
rukman7
Enables LLMs to interact with WhatsApp via the official WhatsApp Cloud API, pro…
 — ○ ⏳ — N/A N/A — — —
33412
G5L-Ventures
globick-mcp Claim
A local MCP server that connects the Globick activities API to Claude Desktop, …
 — ○ ⏳ — N/A N/A — — —
33413
alisonborba
Provides real-time Transport for London journey data, including routes, alerts,…
 — ○ ⏳ — — — — — —
33414
HenryLinyy
Enables coding agents like Claude Code and Codex to offload boilerplate generat…
 — ○ ⏳ — N/A N/A — — —
33415
Simonsms
A Model Context Protocol server for reading TiDB RAG knowledge base, enabling b…
 — ○ ⏳ — — — — — —
33416
Atabic
MCP server for Arbisoft's ERP system, enabling AI assistants to read and write …
 — ○ ⏳ — N/A N/A — — —
33417
Baatarvant
MCP-Mem0 Claim
Provides AI agents with persistent long-term memory capabilities using semantic…
 — ○ ⏳ — — — — 81 —
33418
Mannycon1
Gives Claude and other MCP clients access to Google Maps Platform: geocoding, p…
 — ○ ⏳ — — — — — —
33419
alexlivre
Enables image generation via MiniMax's API through MCP, supporting text-to-imag…
 — ○ ⏳ — N/A N/A — — —
33420
boltstore
MCP server for Boltstore — exposes SQLite database operations as MCP tools for …
 — ○ ⏳ — — — — — —
33421
kpphillips
Enables interaction with Autodesk ACC (Autodesk Construction Cloud) through the…
 — ○ ⏳ — N/A N/A — — —
33422
mantis-productions
Enables interaction with HubSpot CRM through MCP, providing tools to manage con…
 — ○ ⏳ — — — — — —
33423
Willbrownfield007
kickserv-mcp Claim
MCP server for Kickserv field service management that enables AI agents to read…
 — ○ ⏳ — — — — — —
33424
sahilpate7
Enables ChatGPT to search for books via Algolia or mock data, returning rich bo…
 — ○ ⏳ — — — — — —
33425
dmtr
Enables interaction with Bitbucket repositories through the Model Context Proto…
 — ○ ⏳ — N/A N/A — — —
33426
zengwenliang416
A structured problem-solving MCP server that breaks down complex tasks into seq…
 — ○ ⏳ — — — — — —
33427
cdpath
MCP server that enables integration of the ChatGPT macOS app with MCP clients l…
 — ○ ⏳ — N/A N/A — — —
33428
Chaixueyuan
Agent-first MCP server for WeChat Mini Program debugging & automation via WeCha…
 — ○ ⏳ — N/A N/A — — —
33429
averatec0773
beatos Claim
Local-first beat library for music producers. MCP server (Claude Code / Claude …
 — ○ ⏳ — N/A N/A — — —
33430
danish54
An MCP server that exposes Kiwi TCMS as a set of AI-callable tools, enabling as…
 — ○ ⏳ — — — — — —
33431
Yarrow-Cai
ProjectDoc Claim
Enables AI editors to collaboratively manage project documentation, including t…
 — ○ ⏳ — N/A N/A — — —
33432
harinarayn
Analyzes AI agent traces to diagnose failures, score performance, and provide a…
 — ○ ⏳ — — — — — —
33433
mitchlevis
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
 — ○ ⏳ — N/A N/A — — —
33434
unsanction
Enables AI agents to browse, search, and trade on Polymarket prediction markets…
 — ○ ⏳ — — — — — —
33435
sudohakan
infoset-mcp Claim
MCP server for Infoset CRM that enables AI assistants to manage tickets, contac…
 — ○ ⏳ — — — — — —
33436
zekus
A Model Context Protocol server that enables interaction with Shortcut (formerl…
 — ○ ⏳ — — — — 81 —
33437
matematicsolutions
ie-eli-mcp Claim
An MCP server that provides access to the Irish Statute Book, enabling retrieva…
 — ○ ⏳ — — — — — —
33438
sbarbi-gh
rnaseq-mcp Claim
Enables analysis of bulk RNA-seq data using natural language queries, executing…
 — ○ ⏳ — N/A N/A — — —
33439
contextium-io
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
 — ○ ⏳ — — — — — —
33440
Rinava
umbryn-mcp Claim
Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, n…
 — ○ ⏳ — N/A N/A — — —
33441
knownsec
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
 — ○ ⏳ — N/A N/A — — —
33442
shahparthiv
chartink-mcp Claim
An MCP server that lets Claude or any MCP-compatible AI agent run Chartink stoc…
 — ○ ⏳ — — — — — —
33443
Jason-CKY
Demonstrates a FastMCP server with Bearer token authentication via Nginx and fi…
 — ○ ⏳ — — — — — —
33444
whjwjx
Enables AI assistants to read and write to Notion databases with schema adaptat…
 — ○ ⏳ — — — — — —
33445
njrenaissance
cpl-mcp Claim
MCP server that wraps the NY Senate OpenLegislation API to look up and search t…
 — ○ ⏳ — — — — — —
33446
MCP server for querying PostgreSQL databases
 — ○ — N/A N/A — 81 —
33447
dabito
hledit-mcp Claim
Exposes hash-anchored file edits to MCP-compatible AI coding agents, enabling s…
 — ○ ⏳ — N/A N/A — — —
33448
KM-it-ops
memory-mcp Claim
A local stdio MCP server that exposes a shared brain (read/search/write) over ~…
 — ○ ⏳ — N/A N/A — — —
33449
Code-MeMX
Injects the Code-Me brand identity, tone, and visual guidelines into LLMs with …
 — ○ ⏳ — N/A N/A — — —
33450
sjgant80-hub
Exposes audio processing tools (inspect, normalize, trim, fade, gain, filter, s…
 — ○ ⏳ — N/A N/A — — —
Showing 33401–33450 of 66549 servers
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