MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30690
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34551
schwarztim
Enables dynamic management and execution of proxy chains on a remote Linux host…
34552
xiao-linxin
mcp-ssh Claim
An MCP server for SSH connections through JumpServer, supporting persistent ses…
N/A N/A
34553
teles
Enables web performance analysis using Google PageSpeed Insights and Chrome UX …
34554
xiaobenyang-com
Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
N/A N/A 95
34555
EmptyRabbit
基于Model Context Protocol (MCP) 的测试用例生成服务,让AI助手根据上下文自动生成Markdown格式的测试用例,并可导出为Xmi…
34556
Mutigen
packforge Claim
AI Agent Instruction Hub that orchestrates context-aware instruction packs for …
N/A N/A
34557
amroodio
KYC-verified INR wallets for AI agents in India. Payments, escrow, and settleme…
N/A N/A 83
34558
AB94-nextleap
A secure tool bridge to Google Docs and Gmail via OAuth 2.0, with a console app…
N/A N/A
34559
saravanadas
Enables read-only SQL queries and CSV exports to the Bolthouse_Ag_AI database v…
34560
pasteapp
Paste MCP Claim
Connect Paste to Claude, Codex, Cursor, and other AI tools to access your clipb…
N/A N/A
34561
mindfullabai
MCP server for JournalOwl that enables AI-powered journaling integration, allow…
N/A N/A
34562
danilop
Manages the state of a chess game for LLMs/agents without suggesting moves, pro…
N/A N/A
34563
glatinone
BraveMCP Claim
A local-first browser extension and MCP server that captures your browsing hist…
N/A N/A
34564
CSOAI-ORG
Provides a 1-line USDC paywall wrapper for any FastMCP tool using the Coinbase …
34565
uno-km
Provides WebAssembly-based, sandboxed tools for JavaScript execution, binary di…
N/A N/A
34566
blwfish
FreeCAD MCP Claim
Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more …
N/A N/A
34567
nathanolds22
Enables Claude to interact with ServiceNow instances through the ServiceNow API…
34568
capabilityhostprotocol
chp Claim
Learn and adopt the Capability Host Protocol — the agentic web's open evidence …
34569
TXAVLOG
Txa_MCP Claim
Professional local context management and system diagnostic tools for AI IDEs (…
N/A N/A
34570
ogprotege
Enables analysis of American Express credit card statements with vendor unmaski…
N/A N/A
34571
Jyzus
Enables creating, reading, and managing HedgeDoc 1.x notes and Mermaid diagrams…
34572
CeasarJackson
Enables natural language orchestration of multi-vendor network infrastructure b…
N/A N/A
34573
hankeyyh
Enables AI applications to access Feishu (Lark) knowledge base and cloud docume…
34574
buildoak
eywa-mcp Claim
Provides cross-session memory for Claude Code by extracting structured handoffs…
N/A N/A
34575
atikahjapry
MCP server that enables AI assistants to run multi-step agent pipelines (e.g., …
N/A N/A
34576
bibinprathap
veritasgraph Claim
Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-gr…
N/A N/A
34577
XiaoSe532
An MCP server that provides tools for reproducible COMSOL Multiphysics batch wo…
N/A N/A
34578
aetheric-tech
Enables searching and browsing hidden job market roles with H1B PERM sponsorshi…
34579
fastmcp-me
gcp-mcp Claim
Enables managing Google Cloud Platform (GCP) resources through natural language…
N/A N/A
34580
memblin
nats-chat Claim
An MCP server for inter-session communication between Claude Code instances usi…
34581
septract
Enables interaction with the ACL2 theorem prover through 15 tools for theorem p…
N/A N/A
34582
phara23
MCP server for Alpha Arcade prediction markets on Algorand. Enables AI agents t…
34583
harsh5i
Flux Memory Claim
Flux Memory is an MCP server that provides a self-organizing weighted graph mem…
N/A N/A
34584
x402node
x402-mcp Claim
Exposes 100+ x402-paid APIs to AI agents via auto-discovery from Coinbase Bazaa…
N/A N/A
34585
daniilpet
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
N/A N/A
34586
mercy719
Enables searching and monitoring of Goofish (闲鱼) items via Playwright automatio…
N/A N/A
34587
wtfisai
smithery-mcp Claim
N/A N/A 95
34588
0xChampi
cort4ex-mcp Claim
Provides access to 224 battle-tested skills plus multi-agent orchestration, exp…
N/A N/A
34589
JakLiao
MCP server for voice-controlled 6DOF robotic arm, exposing tools like move_to, …
N/A N/A
34590
agentcures
refua-mcp Claim
MCP server for biological protein design, folding, and affinity prediction usin…
34591
chaworld
A portable MCP server enabling AI assistants to operate VS Code, including file…
N/A N/A
34592
dbwls99706
deadends.dev Claim
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
N/A N/A 95
34593
stackql
stackql Claim
Open source SQL-native query and provisioning engine for cloud and SaaS infrast…
34594
Abol1644
telegram-mcp Claim
MCP server that enables AI agents to send messages, photos, polls, and receive …
34595
shariqriazz
Enables searching and downloading photos from Unsplash via the Unsplash API, wi…
N/A N/A
34596
angelux
Enables sharing Markdown documents for collaborative review with inline annotat…
34597
ben-vargas
Enables indexing and searching Obsidian notes via MCP, using Cloudflare's serve…
N/A N/A
34598
praveendias1180
Read-only MCP server for Easy Pay Direct / NMI payment gateway, enabling natura…
34599
son1kkesp
Enables AI-powered invoice analysis and reasoning: given invoice fields, it det…
N/A N/A
34600
Royer0528
Automates generation of Work Breakdown Structure (WBS) diagrams and project doc…
N/A N/A
Showing 34551–34600 of 64698 servers
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