MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46551
htminuslab
Connects AI assistants to Siemens Questa Visualizer, enabling natural language …
N/A N/A
46552
aswego123
A Model Context Protocol (MCP) server that exposes KiCad PCB design automation …
N/A N/A
46553
tinyc0der
MCP server that enables accessing Jira and Confluence using browser cookies cap…
N/A N/A 95
46554
ahmedEid1
Read-only MCP over an agentic SLR workspace with per-claim citation verification
46555
atfinke
Fandango MCP Claim
Unofficial, read-only MCP server for Fandango showtimes and seat availability, …
46556
optimize-overseas
A comprehensive MCP server for Less Annoying CRM providing 87 tools for contact…
46557
qualityclouds
Deterministic AI code review, with an audit record. Governance inside the agent…
46558
toolprint
superego-mcp Claim
Superego MCP is an intelligent tool-call review system for AI agents that provi…
46559
hyunlord
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
N/A N/A
46560
hackerxj2010
A production-ready MCP server with 24 tools for Stripe, Twilio, Resend, GitHub,…
46561
docentovich
Enables AI-powered Chrome automation through natural language, providing 56+ sp…
N/A N/A
46562
Jasekeee
shelby-mcp Claim
MCP server for Shelby Protocol that enables AI agents to read, write, and manag…
46563
candenizkocak
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
46564
AIops-tools
Queue AIops Claim
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 t…
N/A N/A
46565
pipeworx-io
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
46566
aldoleiva1
A production-quality MCP server for querying Cisco security advisories via the …
46567
0x67108864
A local-first MCP server providing persistent, searchable knowledge base via SQ…
N/A N/A
46568
mastyf-ai
mastyf-ai Claim
Perimeter security for your AI Infrastructure.
46569
r266-tech
wechat-cli Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
N/A N/A
46570
nikolaymokh-dev
A hardened MCP server for managing Yandex.Direct advertising campaigns with rea…
N/A N/A
46571
lastmile-ai
Enables semantic and full-text search over the official Model Context Protocol …
46572
Sidsaladi9
getskills Claim
Search and install 3,000+ AI skills from getskillsai.org into Claude Code, Curs…
N/A N/A
46573
yawaragi-dev
Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via…
46574
Traves-Theberge
Enables bidirectional lookup of Mi'kmaq and English words with definitions and …
46575
zstackio
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
46576
gaon12
Comprehensive MCP server for travel information, offering real-time exchange ra…
46577
devbysatyam
MCP-MEmu Claim
AI-powered Android emulator control via Model Context Protocol, enabling agents…
N/A N/A
46578
taco-ops
An MCP server that integrates with Siril astronomical image processing software…
N/A N/A
46579
incultnitollc
mcp-probe Claim
Inspect and score any MCP server 0-100 on publishability, schema and protocol b…
N/A N/A
46580
agentaudit-dev
AgentAudit Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
46581
utsavagg2007
Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly…
N/A N/A
46582
yunwanshu
Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product…
N/A N/A
46583
Sungsanmerrygoround
subway-mcp Claim
실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.
N/A N/A
46584
asd-noor
A high-performance MCP server providing long-term memory storage with semantic …
N/A N/A
46585
rayss868
TermSSH MCP Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
46586
Eleven US filing streams in one schema: SEC, FDA, NIH, contracts, Congress. Sou…
N/A N/A 81
46587
minyil
Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities thr…
N/A N/A
46588
TecniForge
AndroidAPI.net MCP Connector lets Claude send SMS, WhatsApp messages, and OTPs …
46589
ncejda-g2
Provides secure, read-only access to Snowflake data warehouses, enabling AI ass…
46590
jmagar
UniFi MCP Claim
Enables management of a local UniFi controller, including devices, clients, net…
46591
Merchantlee99
cert-study Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
N/A N/A
46592
gurunate
node-mcp-poc Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
46593
jolfr
A Model Context Protocol server that provides Commitizen functionality, enablin…
N/A N/A 95
46594
artisan-soohao
es-mcp Claim
Enables querying Elasticsearch logs from AI assistants using natural language, …
N/A N/A
46595
hexonal
A PostgreSQL MCP server with AST-based security for safe database operations. E…
N/A N/A
46596
sjgant80-hub
fallmind-mcp Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
46597
Boti-Ormandi
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
N/A N/A
46598
SuyashEkhande
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
46599
anusoft
ultrastealth Claim
Enables Claude to perform stealth browser automation with anti-detection, inclu…
N/A N/A
46600
robertogecia
Enables Claude Desktop to search and retrieve jurisprudence from the Tribunal d…
N/A N/A
Showing 46551–46600 of 67197 servers
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