MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40701
turnono
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
N/A N/A 95
40702
404Simon
Zotero MCP Claim
Read-only MCP server for your local Zotero library. Browse collections, inspect…
N/A N/A
40703
vtnhogg
Enables access to over 249 APIs through the Model Context Protocol, simplifying…
40704
VesselSense
Enables AI agents to access SignalK marine data with 90-96% token reduction by …
40705
ChiragBachani
Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGEN…
N/A N/A
40706
IntelligentElectron
pdf-analyzer Claim
Enables AI agents to read and analyze PDF documents for natural language Q\&A. …
N/A N/A
40707
IndoTender
Search Hong Kong court cases and read judgment documents.
40708
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
N/A N/A 69
40709
mattwilkerson1121
This project is a Google Analytics 4 (GA4) automation server implemented as a M…
N/A N/A
40710
junter1989k-ai
Belgium Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get del…
40711
TailorMadeWeddings
Integrates Claude Desktop with GoHighLevel CRM, providing 269+ tools for contac…
40712
TooLife
MCP server for iCost iOS app that enables smart expense tracking, category mana…
N/A N/A
40713
snipework-app
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
81
40714
SanctumSec
Credential vault for AI agents — encrypted storage, lease-based access, CRP sup…
N/A N/A 95
40715
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
81
40716
mezotv
Enables AI agents to upload temporary public review artifacts (screenshots, scr…
40717 N/A N/A 95
40718
SouravRoy-ETL
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
N/A N/A
40719
kmcclur2005
A secure MCP server designed for Ugreen NAS, enabling AI clients to list and ac…
N/A N/A
40720
CSOAI-ORG
Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every to…
40721
ptbsare
MCP server for cloud storage operations enabling browsing, file transfer, offli…
40722
tsurutan
Enables AI assistants to access and manage accounting data through the freee ac…
81
40723
aixsignal
smithly Claim
N/A N/A 95
40724
Bov27
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
N/A N/A
40725
EgmerMarketing
Starbase MCP Claim
Enables interaction with Starbase OS CRM through natural language, allowing use…
N/A N/A
40726
sjgant80-hub
MCP server for foldkit, exposing 7-prime spine, κ-bands, and 6 fold operations …
N/A N/A
40727
lfylow
An MCP server that lets AI agents review code using language models, supporting…
N/A N/A
40728
SEJIN0419
Enables fetching real-time exchange rates between currencies and listing suppor…
40729
Wolfe-Jam
A proof-of-concept MCP server that scopes GitHub tools to the current repositor…
40730
NorthwoodsSentinel
Drop-in WSL-safe wrapper for @playwright/mcp that prevents Chromium GPU crashes…
N/A N/A
40731
aakashns
Provide comprehensive due diligence support by integrating various data sources…
N/A N/A 95
40732
sjk4425
Enables natural language management of Naver Cloud Platform infrastructure, cov…
40733
Irohitjain
A drop-in MCP skill that gives AI agents a real on-chain wallet on Pharos — che…
40734
mattransmith-cmyk
trades Claim
Stock trades of U.S. Congress & executive-branch officials, with conflict flags…
40735
axel-belfort
Text classification API for AI agents. Classify text into topic categories with…
N/A N/A 95
40736
jinhongzou
Provides free, open-source access to China A-share financial data for quantitat…
40737
cmendezs
Spanish e-invoicing MCP server: VERI*FACTU, Facturae/FACe, SII, Crea y Crece B2…
N/A N/A
40738
moejeaux
nexflow-smf Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
N/A N/A 83
40739
nihatavci
A template for deploying a remote MCP server on Cloudflare Workers with OAuth l…
40740
clauxel
Remote MCP for C2PA disclosure policy MCP, structured receipts, audit logs, and…
40741
datalastic
Vessel tracking for 750,000+ ships, with ownership, inspections, port records, …
40742
tjun1
mcp-jira Claim
Provides JIRA issue search, retrieval, and update functionalities via MCP.
N/A N/A
40743
jocarrd
aemet-mcp Claim
MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station…
N/A N/A
40744
Servation
Memora Claim
Flashcards, quizzes, and cloze cards with spaced repetition, as an inline MCP A…
N/A N/A
40745
Traviseric
Generate complete nonfiction books with Teneo: outline, manuscript, cover, and …
N/A N/A
40746
joepangallo
web-recon-agent Claim 1
Owned-target web security assessment MCP server for authenticated, high-frictio…
N/A N/A 95
40747
druling
A platform for building and managing MCP servers and REST APIs, enabling AI int…
40748
MingGH
封装豆包 Seedream 图像生成模型为 MCP 服务,支持文生图、图生图、组图及联网搜索生图,部署在 Cloudflare Workers 上
40749
borisbanushev
thaita Claim
Analyze covered calls to pinpoint optimal strikes and expiration dates. Visuali…
N/A N/A 95
40750
nodejsmcp Claim 1
A Forgejo MCP Server
N/A N/A 76
Showing 40701–40750 of 66534 servers
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