MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29510
Scored
2112
Verified
16952
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45651
Gaoshan0971
digeguigui Claim
Global reptile & exotic pet knowledge base. 633 species, AI identification, gen…
45652
Timwal78
mcp-paywall Claim
HTTP 402 paywall middleware for MCP servers. XRPL/RLUSD native settlement, Phas…
45653
agentcures
refua-mcp Claim
MCP server for biological protein design, folding, and affinity prediction usin…
45654
AiAgentKarl
Linux system administration via AI agents — MCP server for managing services, p…
N/A N/A
45655
FedWiebe
Enables contact searches within the Federated Directory system by name or email…
81
45656
dennisonbertram
A complete ethers.js v6 wrapper for Claude with 40+ tools for Ethereum blockcha…
N/A N/A
45657
chrischall
redfin-mcp Claim
Redfin real-estate for Claude — search, property details, market reports, saved…
N/A N/A
45658
cyrilpanicker
genai-lab Claim
Exposes tools for semantic search and RAG-based Q\&A from a local knowledge bas…
N/A N/A
45659
Dr-Deploy
Dr.Deploy Claim
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
N/A N/A
45660
asicojp
MCP server for Alog, an AI × Human blog platform. Enables AI agents to post log…
45661
gsarti
Enables AI assistants like Claude to search and reference your Apple Notes usin…
N/A N/A 95
45662
payhumans
The human API for AI agents. When your agent hits a task it can't do — verify a…
81
45663 N/A N/A 95
45664
MCP server for data engineering: validation, transformation, visualization, and…
N/A N/A 81
45665
pipeworx-io
Enables access to live theme park wait times, schedules, and attraction data fr…
45666
universal-mcp
Provides a standardized interface for interacting with Fpl's tools and services…
45667
Aakashbhardwaj27
AI Scanner Claim
Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
N/A N/A 95
45668
decixa-mcp Claim 1
Decixa MCP Server — intent-driven API discovery and selection for AI agents.
N/A N/A 81
45669
umbra2728
packmate-mcp Claim
MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analy…
45670
aak204
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
N/A N/A 95
45671
Smart-link-t
is-real-biz Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
45672
kapruka
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
45673
ginokino
swarmpay Claim
Payment layer for AI agents. Send USDC, manage escrows on Base blockchain.
N/A N/A 75
45674
MukundaKatta
case-mcp Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
45675
AiAgentKarl
Enables AI agents to create, share, discover, and execute reusable multi-step w…
N/A N/A
45676
devp1
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
N/A N/A 95
45677
Agents365-ai
MCP server that exposes 45 tools for Zotero reference management, enabling AI a…
N/A N/A
45678
ManishMaurya22
Enables natural language Kubernetes cluster operations, SLO monitoring, and Pro…
45679
beznazwiska
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
N/A N/A
45680
EodHistoricalData
Enables interaction with EOD Historical Data APIs, providing access to 75 read-…
45681
FoggyStorm
Kratos-MCP Claim
A memory system for AI coding tools that stores and retrieves codebase context …
81
45682
softvoyagers
Enables AI assistants to generate styled QR codes with customizable colors, sty…
45683
clauxel
A paid remote MCP for Statewright, built to return verdicts, receipts, usage lo…
45684
kiwoongeom
gmc-mcp Claim
MCP server for Google Merchant Center, providing 126 tools to manage Google Sho…
45685
charts-mcp Claim 2
MCP server for generating charts using AntV. Supports various chart types throu…
N/A N/A 81
45686
compligent
csf Claim
NIST CSF 2.0 - Professional cybersecurity framework with 35 tools and 12 prompts
N/A N/A 95
45687
topease020
全球海关贸易数据MCP服务器,支持按企业名称、产品关键字、HS编码等多维度查询238个国家/地区的进出口贸易数据。
45688
Control Google Home and Amazon Alexa speakers from Claude Desktop using natural…
N/A N/A 81
45689
lazymac2x
Cloudflare Workers MCP server: code-explainer
45690
sally-labs
sally-ai-mcp Claim
Chat with Sally about metabolic health and pay per interaction using x402 with …
N/A N/A 95
45691
kaditang
Non-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & O…
N/A N/A 95
45692
summerstateofmind
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
45693
yubinkim444
repo-memory Claim
A different approach from typical persistent-memory MCPs. Instead of a local SQ…
N/A N/A
45694
AgentBonnybb
ibitlabs-mcp Claim
iBitLabs live receipts: real balance, trades, shadow rules & saga from a $1k→$1…
N/A N/A
45695
Raunaksplanet
xcode-mcp Claim
Bridges AI assistants with Xcode to control projects, builds, simulators, testi…
N/A N/A
45696
lazymac2x
Cloudflare Workers MCP server: ai-crawler-policy
45697
Rumblingb
Real-time agentic newsfeed for MCP tools and capabilities
N/A N/A
45698
WingedGuardian
Agent Tools Claim
9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech…
45699
agentzeny
Private agent payments on Solana via ZK proofs: deposit, withdraw, list pools, …
N/A N/A
45700
justinmclean
CwikiMCP Claim
Read-only MCP server for the Apache Incubator Confluence wiki, enabling page lo…
Showing 45651–45700 of 45732 servers