MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48751
Piwe
Paid KYC, AML, and regulatory risk assessment over MCP via x402 USDC micropayme…
48752
BlueWaterCorp
RiskModels Claim
Dividend-adjusted US equity total returns, risk decomposition, attribution & ET…
48753
MariaDB
mcp-kp Claim
N/A N/A 95
48754
darkw3bb
Enables AI-assisted GameMaker project development in Cursor IDE, allowing users…
N/A N/A
48755
OhaoTech
A local MCP server plus a bundled Godot editor addon that lets an AI agent crea…
N/A N/A
48756
Purv123
A specialized monitoring solution that enables users to create and manage synth…
N/A N/A 95
48757
lazymac2x
Cloudflare Workers MCP server: embedding-search
48758
msr2903
MCP server to search Mercari Japan listings with query, price range, and exclud…
48759
NOVA-3951
e621-api-mcp Claim
N/A N/A 95
48760 N/A N/A 95
48761
xyj2570
xhs-mcp Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
48762
MongLong0214
Korean stock market theme lifecycle analysis for 250+ KOSPI/KOSDAQ investment t…
N/A N/A 95
48763
NicolasDangg
Look up authoritative English definitions tailored for IELTS learners. Get quic…
N/A N/A 95
48764
KSAklfszf921
Skolverket MCP Claim 1
MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Edu…
N/A N/A 95
48765
ghostswap1
GhostSwap Claim
GhostSwap — non-custodial crypto swaps across 1,600+ coins.
48766
renanpires-tech
Enables backend test quality analysis for GPA e-commerce, including coverage an…
48767
@Nikhil-Patil-RI
test-test-test Claim
N/A N/A 95
48768
bluetieroperations-create
blackwall Claim
Pre-action risk gate: AI agents call before any irreversible action (money, SQL…
N/A N/A
48769
cpretzinger
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
81
48770
QuentinCody
Provides access to NCBI's scientific databases including E-utilities, PubChem, …
81
48771
deepak-bhardwaj-ps
Smriti MCP Claim
A portable memory server for AI agents, built for the Model Context Protocol (M…
N/A N/A
48772
felipeerias
Provides C++ code intelligence tools for AI agents via the Model Context Protoc…
N/A N/A
48773
freema
MCP server that forges pixel art sprites & game assets using Google Gemini — ge…
N/A N/A
48774
nimit791
An MCP server that connects to TradingView Desktop via Chrome DevTools Protocol…
N/A N/A
48775
canopy-attio
ca1 Claim
N/A N/A 95
48776
Sqcows
forgejo-mcp Claim
A Model Context Protocol (MCP) server for Forgejo and Gitea instances, enabling…
48777
jonmorgs
pokes Claim
Poke your human for approvals and decisions during agent sessions — answered wi…
48778
unmarco
MCP Template Claim
A boilerplate for building FastMCP servers, providing a basic setup for testing…
N/A N/A
48779
balakumardev
Enables AI-powered web research using your existing Perplexity Pro subscription…
N/A N/A
48780
agentbay
AgentBay Claim
Persistent memory, teams, and …
81
48781
sandraschi
Provides programmatic access to the Directmedia Publishing 'Digitale Bibliothek…
N/A N/A 95
48782
mcp Claim 1
MCP server providing OpenFeature SDK installation guides and OFREP flag evaluat…
N/A N/A 81
48783
davidyuan666
An MCP server for searching Chinese academic papers and core journal informatio…
81
48784
pipeworx-io
Discogs Claim
Discogs MCP — music release / artist / label database
48785
aspectrr
An MCP server that enables AI-powered video editing with iMovie on macOS.
N/A N/A
48786
zoharbabin
Production-grade MCP server for web search (Google, Brave, Serper, SearXNG, Sea…
48787
solmon2011
Enables AI agents to integrate with Guardrails to check user values, make align…
81
48788
DataGraph Claim 1
Urban intelligence knowledge graph. Structured locality data for civic problem-…
N/A N/A 81
48789 N/A N/A 95
48790
New1Direction
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
N/A N/A
48791
ctxray
ctxray Claim
Context intelligence for AI coding sessions. 7 MCP tools to score, compare, com…
N/A N/A 95
48792
CryptoLabInc
Enables AI applications to perform homomorphic encryption-based vector search v…
48793
brunocramos
livechat-mcp Claim
Enables continuous voice conversation with AI coding assistants by locally tran…
N/A N/A
48794
Security scanning and trust verification for AI agent tools.
N/A N/A 81
48795
ToremLabs
heuresis Claim
Read & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your…
N/A N/A
48796
susancodes55
A Model Context Protocol server that provides access to the HackTricks knowledg…
N/A N/A 95
48797
RahulShitole28
Connect your AI assistant to Habitize's emotional wellness platform to analyze …
N/A N/A 95
48798
simonether
kwork-mcp Claim
MCP server that exposes 25 tools for the Kwork freelance marketplace — browse p…
48799
cr7258
Enables comprehensive configuration and management of Higress through the Model…
48800
rwestergren
Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.
N/A N/A
Showing 48751–48800 of 50103 servers
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