MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52001
KalvadTech
redmine-mcp Claim
A stateless MCP server for Redmine that allows users to interact with issues, t…
52002
StructureIntelligence
SettleMesh Claim
Deploy and monetize agent-built apps from one MCP. Ship a full-stack app (login…
52003
fabrecamimarlik
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
81
52004
baba786
An MCP server implementation that integrates with Angle One APIs to provide sta…
81
52005
yeshello-app
YesHello Claim
Digital business cards, lead capture forms, and service listings - built and ma…
52006
bekservice
Famulor Claim
AI voice agents: assistants, calls, campaigns, leads, knowledge bases, WhatsApp…
52007
sherweb-development
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Conn…
52008
KenTaniguchi-R
Stores and retrieves personal information fields securely, allowing Claude to a…
N/A N/A
52009
CSOAI-ORG
code-reviewer-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52010
PandaDoc
PandaDoc MCP server for creating, sending, signing, and tracking PandaDoc docum…
52011
walalabs
MCP plugin that exposes Apple Reminders to a Claude Code agent, enabling creati…
N/A N/A
52012
Lex6won
MCP server that enables AI coding tools to scan projects for security vulnerabi…
N/A N/A
52013
FoundryNet
Cross-OEM industrial machine intelligence: identity, normalization, automation,…
52014
CSOAI-ORG
aml-ai-mcp Claim 1
6AMLD + UK MLR 2017 + FinCEN BSA AML/CFT compliance for AI-enabled transaction …
N/A N/A 81
52015
unctad-ai
A Model Context Protocol server implementation that provides structured, AI-fri…
81
52016
Tim-Projekt
Agent Router Claim
Discover and call AI agents via MCP. Supports A2A agents and platform agents wi…
52017
c47-inc
Martini Claim
Manage AI filmmaking projects, scenes, assets, and generations in Martini.
52018
QuantJourneyOrg
Connects AI assistants to 500+ financial data tools from 40+ providers via the …
52019
aaqqjj
Enables AI assistants to maintain persistent conversations and context between …
N/A N/A 95
52020
flowing-abyss
MCP server that indexes Obsidian notes and enables hybrid search (full-text, fu…
N/A N/A
52021
CSOAI-ORG
csoai-governance-crosswalk-mcp MCP server by MEOK AI Labs
N/A N/A
52022
brucehe3
Extracts content from Douyin, Bilibili, Xiaohongshu, and Zhihu, and generates i…
52023 N/A N/A 95
52024
cahaseler
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
52025
ladyiceberg
Audits your Claude Code memory store with 4-dimension quality scoring and actio…
N/A N/A
52026
atharv.sp
jaamun Claim
N/A N/A 95
52027
MPP32
Payment layer for AI agents. One MCP, five protocols, thousands of paid APIs yo…
N/A N/A
52028
CSOAI-ORG
Basel III + SR 11-7 + ECB TRIM AI/ML model risk management for banks deploying …
N/A N/A 81
52029
loerei
Indexes and searches agent conversation logs from Antigravity and Cursor worksp…
N/A N/A
52030
aiproductscout
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
52031
CSOAI-ORG
BFT Progress Council MCP — 5-voter Byzantine council halts agentic loops when n…
81
52032
cloudflare
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
81
52033
CSOAI-ORG
blockchain-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52034
agentbuilders
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on on…
N/A N/A 95
52035
Trusty-Squire
mcp Claim
Credential broker that signs your AI agent up to SaaS dev tools, within a signe…
N/A N/A
52036
johnisanerd
Google Local Claim
Find local businesses on Google: name, address, phone, hours, ratings, and phot…
52037
geraservicesuk
Browse courses, enroll, track progress, find tutors. Education platform. 50+ co…
N/A N/A 95
52038
CSOAI-ORG
budget-planner-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52039
An i18n github action for language translate
N/A N/A 72
52040
IamFreak10
mcpv3e Claim
MCP server providing greeting and echo tools for testing and demonstration.
52041
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
52042
kikigao2020-bot
hibae-admin Claim
N/A N/A 95
52043
NeuralRays
CodeXRay Claim
Enables AI coding agents to query a pre-built semantic knowledge graph of code,…
N/A N/A
52044
dmarcoff
DMARC analytics for AI assistants — domain health, SPF/DKIM records, compliance…
52045
cyong80
Provide a scalable and efficient server-side application framework to implement…
N/A N/A 95
52046
italia
Enables AI agents to semantically explore and analyze the Italian government da…
52047
thostetler
Enables LLMs to search astronomical literature, retrieve paper metadata, analyz…
52048
swperb
imgcli-mcp Claim
Convert, resize, crop, rotate, filter, and composite images from the command li…
N/A N/A
52049
asgard-ai-platform
mcp-tw-lvr Claim
MCP server for querying Taiwan's real estate transaction registry via web scrap…
N/A N/A
52050
xlian-fe
A code review tool that generates detailed HTML review documents by comparing b…
N/A N/A
Showing 52001–52050 of 54421 servers