MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30737
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41051
junter1989k-ai
Lithuania payments for AI agents — cards / Apple Pay via Stripe. Never holds fu…
41052
FO Semantic MCP Claim 1
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
N/A N/A 81
41053
O-mega-Enterprise
founden-mcp Claim
Build your company over chat: website, app, and admin built in the cloud. One A…
N/A N/A 83
41054
zitlem
A message broker enabling coordination between multiple Claude Code terminals t…
81
41055
uiqkos
Enables querying LlamaCloud document indices using retrieval-augmented generati…
41056
Jefreesujit
filezop Claim
Exposes file system operations to AI clients via MCP, enabling secure read, wri…
N/A N/A
41057
khill1269
ServalSheets Claim
Enables AI agents to interact with Google Sheets through 25 tools and 407 actio…
N/A N/A
41058
jamie442532-hash
Enables Claude to generate images by wrapping the Manus API through a remote MC…
41059
AbdeeBuilds
github-mcp Claim
GitHub MCP server for Claude Code, Cursor, Cline, Windsurf, and any MCP-compati…
41060
alfmorais
Simulates and intermediates integrations with SAP via OData, exposing automated…
41061
hyunseok-ctrl
An MCP server that enables natural language interaction with the Notion API, al…
N/A N/A 95
41062
PongsiriTK
This server enables managing Zimbra emails, contacts, tags, and calendar via th…
41063
adshaa
Bridges AI assistants to Salla e-commerce stores for natural language operation…
41064
mimanshaherbals-bot
Enables easy access to open data from the Swedish National Agency for Education…
41065 N/A N/A 95
41066
ganlin770
tool-smith Claim
MCP server that routes natural language requests to structured tool calls using…
N/A N/A
41067
jarvislee90s-dot
将akshare、yfinance、wbgapi、arxiv等免费公开接口封装为4个标准MCP工具,使支持MCP的智能体无需第三方账号和云额度即可直接查询金融…
N/A N/A
41068
Juxsta
Enables semantic retrieval and knowledge base management through the RAGFlow AP…
N/A N/A
41069
good-gis
Enables managing Docker containers (run, list, stop, remove, view logs) through…
N/A N/A
41070
Spring1237
n8n-MCP Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
41071
Ezeh8
An auditable MCP gateway with JWT authentication and PostgreSQL audit logs, exp…
41072
unerr-ai
Unerr Claim
unerr is operational memory—a local runtime behind your agent's MCP enforcing s…
N/A N/A
41073
mutonby
Aikount MCP Claim
MCP server for Spanish accounting for freelancers and SMEs, enabling AI agents …
41074
mnemopay
Mnemopaysdk Claim
N/A N/A 95
41075
thiagoaramizo
A clean architecture backend API that registers and semantically searches data …
41076
alexcurpan-cloud
NeuralBrain Claim
NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 …
41077
grocery-prices Claim 1
UK grocery price comparison across major supermarkets.
N/A N/A 81
41078
trendsmcp
Track concurrent player counts and game momentum for any title on Steam via AI …
41079
dominodatalab
Enables AI coding tools to build models, run jobs, track experiments, and perfo…
N/A N/A
41080
brukhabtu
Rope MCP Claim 1
A Model Context Protocol server that exposes Python Rope refactoring capabiliti…
N/A N/A 95
41081
kushknows
An MCP server that provides weather data
N/A N/A
41082
michaelrice
zendesk-mcp Claim
MCP server for Zendesk. Read/write tools for tickets, comments, views, macros, …
41083
FireBall1725
Control your grocery cart with AI! This MCP server enables LLMs (like Claude) t…
41084
BACH-AI-Tools
Enables searching and retrieving job listings from the Active Jobs Db API with …
N/A N/A
41085
Profazia
Enables AI agents to analyze audio files, extracting tempo, key, beat drops, vo…
N/A N/A
41086
s9hn
Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM t…
N/A N/A
41087
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
N/A N/A 81
41088
samueljayasingh
Stitch-MCP Claim
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
41089
wikidjon
openfinclaw Claim
Enables quant research, strategy development, backtesting, and paper trading th…
41090
AMinerSolution
A lightweight, local inventory-intelligence MCP server that enables querying st…
N/A N/A
41091
AiAgentKarl
Enables AI agents to fetch and search news from multiple sources including RSS/…
41092
bblietz
brs-docs-mcp Claim
MCP server for Roku BrightScript documentation and device control, enabling doc…
N/A N/A
41093
Departure and admission records for AI agents with Ed25519/P-256 signatures.
N/A N/A 81
41094
seanshin0214
MCP-RAG Claim
Turns Claude Desktop into a personal document question-answering system using l…
N/A N/A 95
41095
Cole-Will-I-Am
A local-first, model-agnostic MCP server that stores personal health data in a …
41096
CE-RISE-software
Helps plan and reuse CE-RISE Digital Passport components, models, and deploymen…
N/A N/A
41097
Adityaaery20
media-mcp Claim
Local image and video processing MCP server with 13 tools for resize, convert, …
N/A N/A 95
41098
axel-belfort
Postal address validation API for AI agents. Parse and validate addresses world…
81
41099
rabwill
substack-mcp Claim
Remote MCP server that provides tools to read a Substack user's notes and recen…
41100
brianMacao
A local MCP bridge that registers multiple AI API endpoints, enabling agents to…
N/A N/A
Showing 41051–41100 of 64798 servers
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