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 2 weeks, 5 days ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24551
Transforms static coding standards into a queryable live data store for AI agen…
 — ○ ⏳ — — — — — —
24552
janwilmake
x-crm Claim
— ○ ⏳ — N/A N/A — 95 —
24553
984fht6
Enables intelligent nutrition tracking through natural language meal logging wi…
 — ○ — N/A N/A — 95 —
24554
shanemmattner
Enables Large Language Models to act as co-debuggers for Texas Instruments embe…
 — ○ — N/A N/A — 95 —
24555
Enables users to control and monitor NZBGet Usenet downloads through natural la…
 — ○ ⏳ — — — — — —
24556
An unofficial MCP server that integrates with the hokan Insurance CRM API v2 to…
 — ○ ⏳ — — — — — —
24557
sebastianall1977
gmail-mcp6 Claim
— ○ ⏳ — N/A N/A — 95 —
24558
luc-vocab
A Docker-based deployment that wraps the Gemini MCP server with supergateway to…
 — ○ ⏳ — — — — 81 —
24559
whybelab
testyb2 Claim
— ○ — N/A N/A — 95 —
24560
allisonwhilden
An MCP Server that enables interaction with Zoom's API through the Multi-Agent …
 — ○ — N/A N/A — 95 —
24561
pertrelly
aifirst Claim
— ○ ⏳ — N/A N/A — 95 —
24562
gordo-v1su4
Enables direct integration with NocoDB databases from Cursor IDE, providing com…
 — ○ ⏳ — — — — 81 —
24563
vyos-mcp Claim
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
 — ○ ⏳ — — — — — —
24564
luthfirizky777
tedt Claim
— ○ ⏳ — N/A N/A — 95 —
24565
Veroq Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
 — ○ ⏳ — — — — — —
24566
Youhai020616
MCP server for automating Xiaohongshu (RED Note). Publish posts, search content…
 — ○ — N/A N/A — 95 —
24567
Provides code-aware context compression by stripping comments, docstrings, and …
 — ○ ⏳ — — — — — —
24568
felipenalves
A template for deploying remote MCP servers to Cloudflare Workers without authe…
 — ○ ⏳ — — — — 81 —
24569
A meta MCP server that orchestrates other MCP servers by lazily connecting to t…
 — ○ ⏳ — — — — — —
24570
A production-grade, extensible Python template for building Model Context Proto…
 — ○ ⏳ — — — — — —
24571
Melo Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
 — ○ ⏳ — N/A N/A — — —
24572
nirholas
Explore the Claude Code CLI source — browse tools, commands, search code, and m…
 — ○ ⏳ — N/A N/A — — —
24573
ver0-project
mcp-git Claim
Provides comprehensive Git operations as tools for AI assistants and applicatio…
 — ○ — N/A N/A — 95 —
24574
moejeaux
nexflow-smf Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
 — ○ ⏳ — N/A N/A — 83 —
24575
bioanywhere
Enables AI applications to interact with the Base blockchain network, allowing …
 — ○ ⏳ — — — — 81 —
24576
michaeljiangmingfeng-debug
Quantitative trading strategies, market indices, and live performance data
 — ○ — N/A N/A — 95 —
24577
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
 — ○ ⏳ — — — — — —
24578
weekdmond
Save, search, and compile valuable knowledge from your Claude conversations.
 — ○ — N/A N/A — 95 —
24579
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
 — ○ ⏳ — — — — — —
24580
An MCP bridge server that allows AI tools to call functions and execute code di…
 — ○ ⏳ — N/A N/A — — —
24581
automatikstudio
Enables AI-powered generation of platform-optimized ad copy for Facebook, Googl…
 — ○ — — — — 81 —
24582
gener8v
U.S. demographics, housing, mortgage, migration, and employment data via loc8n …
 — ○ ⏳ — — — — — —
24583
MCP server for read-only MySQL database queries in Claude Desktop
 — ○ — N/A N/A — 81 —
24584
galacean
Engine-MCP Claim
A code understanding and generation system designed for Galacean Engine that he…
 — ○ — N/A N/A — 95 —
24585
A local skill assistant based on the Model Context Protocol that integrates wit…
 — ○ ⏳ — — — — — —
24586
kappasig920
— ○ — N/A N/A — 95 —
24587
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
 — ○ ⏳ — — — — — —
24588
An HTTP-based Model Context Protocol server for RiotPlan that exposes comprehen…
 — ○ ⏳ — — — — — —
24589
paprika-mcp Claim
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
 — ○ ⏳ — — — — — —
24590
soohoon
greptile Claim
— ○ ⏳ — N/A N/A — 95 —
24591
huangmy157
shopify Claim
— ○ — N/A N/A — 95 —
24592
Amazon organic ranking MCP server. Run campaigns, track positions, monitor rank…
 — ○ ⏳ — N/A N/A — — —
24593
parkour-mcp Claim
A content exploration toolkit that helps LLMs surface high signal, unsummarized…
 — ○ ⏳ — N/A N/A — — —
24594
Synapse Claim
Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep struc…
 — ○ ⏳ — N/A N/A — — —
24595
subomi
Upload, organize, search, and transform images, videos, and files with AI-power…
 — ○ — N/A N/A — 75 —
24596
MCP Serp Claim
An MCP server that provides structured Google Search capabilities including web…
 — ○ ⏳ — — — — — —
24597
Texan-NXTassist
nr-mcp Claim
MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 too…
 — ○ ⏳ — N/A N/A — — —
24598
Polaralias
Index and search reusable skills from local folders. Discover relevant skills w…
 — ○ — N/A N/A — 95 —
24599
EDKarlsson
locus Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
 — ○ — N/A N/A — 95 —
24600
codeiva4u
Enables advanced browser automation using real Brave Browser with 49 tools for …
 — ○ — N/A N/A — 95 —
Showing 24551–24600 of 30006 servers
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