MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55551
jhuynh06
Enables AI assistants to explore Roblox Studio game structure, read and edit sc…
N/A N/A
55552
followanton
Sleepwalker Claim
AI Visibility and Content Intelligence tools for Claude and MCP-compatible agen…
55553
scarnyc
Enables natural language interaction with JIRA through MCP, providing 35 tools …
N/A N/A
55554
abhishekbhakat
Enables AI-to-AI consultation for critical thinking and complex reasoning via O…
N/A N/A
55555
gahoccode
vnprices-mcp Claim
An MCP server that provides Vietnamese financial market data through Claude Des…
55556
mickmath86
Provides tools to access the Repliers API for real estate listings, property se…
55557
Sri-Lohith-Mulugu
Code-Oracle Claim
MCP server for automated architectural mapping, security vulnerability detectio…
N/A N/A
55558
TOOEASY-crew
Enables interaction with Ghost CMS through the Ghost Admin API via LLM interfac…
81
55559
OrtaMarco
Enables AI agents to audit email and domain security (SPF, DKIM, DMARC, etc.) f…
55560
Im5tu
haus Claim
OneHaus household tools: tasks, calendar, contacts, pets, vehicles, documents a…
55561
JoyTruepath
A local MCP server that lets Claude, Cursor, Codex, or any MCP client work with…
N/A N/A
55562
2shin0
yt-mcp Claim
N/A N/A 95
55563 N/A N/A 95
55564
eduardoddddddd
A Python MCP server that provides controlled access to local filesystem, termin…
55565
unmarco
MCP Template Claim
A boilerplate for building FastMCP servers, providing a basic setup for testing…
N/A N/A
55566
michaelluckx
Search 8,000+ corporate event venues across 40+ cities. Tools for venue search …
55567
khuongtt
Parses Java and Xtend source code into a graph database and provides MCP tools …
N/A N/A
55568
BusyBee3333
A comprehensive MCP server for TouchBistro restaurant management, offering 190 …
55569
sjgant80-hub
fallnet-mcp Claim
Exposes a sovereign peer-to-peer mesh (WebRTC + BroadcastChannel) to any MCP cl…
55570
mcpflow
Enables users to connect Claude with various 3D printer management systems, all…
N/A N/A
55571
christophejlegros-lgtm
Exposes a bio-hybrid neuromorphic simulation pipeline (SNN LIF+STDP, consciousn…
55572
Bowenwin
MCP server for crawling social media platforms (e.g., Bilibili) by keywords, vi…
N/A N/A
55573
Nidhideep
Classifies SAP ABAP objects against SAP's official Clean Core release catalog t…
55574
guangtoutong
unfetch Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
N/A N/A
55575
shaneholloman
Provides code collection and project structure reporting tools for code analysi…
N/A N/A
55576
glibalien
Enables natural language interaction with Obsidian vaults through an MCP server…
N/A N/A
55577
wjddusrb03
Combines Naver DataLab trends, blog/news search, translation, and Unsplash imag…
55578
davidgut1982
lore-mcp Claim
Persistent knowledge layer for AI agents. KB, investigation threads, journal wi…
55579
bradsjm
nl2sql-mcp Claim
A production-ready MCP server that transforms natural language into safe, execu…
55580
pluglayer
Enables deploying and managing infrastructure via natural language, including p…
55581
ian-de-marcellus
Extracts structured incident analysis from raw communication logs, classifying …
N/A N/A
55582
zvec-ai
Enables LLMs to interact with Zvec vector database through tools for collection…
N/A N/A 95
55583
TropinAlexey
Enables Claude AI to control Ableton Live and Max for Live, allowing music prod…
N/A N/A
55584
basilalshukaili
Agent Broker Claim
AI agents find, message & book SMBs; pay per call in USDC on Base via x402. 14 …
55585
nweii
Self-hosted MCP server that provides remote AI clients with read and write acce…
55586
ImYourBoyRoy
Provides browser automation and web scraping as MCP tools, enabling autonomous …
55587
Andreymi
An MCP server that breaks down complex concepts into fundamental logical compon…
N/A N/A
55588
chris
jules-orc Claim
N/A N/A 95
55589
gmanso
hw3-nanda Claim
N/A N/A 95
55590
Bingeljell
Enables AI-assisted B2B lead generation by discovering, extracting, scoring, an…
N/A N/A
55591
icey2488
claude-async Claim
A fire-and-poll MCP server that lets Claude Code run long background jobs witho…
N/A N/A
55592
paulf280-ui
Cabal-Hunter Claim
On-chain Solana token safety for trading agents — traces coordinated wallet fun…
55593
TheSethRose
Typefully MCP Server
N/A N/A 95
55594
oogaboogah272727
Enables LLMs to access Mike Olsen's essays on AI governance, professional accou…
55595
stzhiyang
Enables image recognition using vision models via OpenAI-compatible APIs, suppo…
55596
mmccarthy404
calibre-mcp Claim
Enables read-only search, browsing, and metadata retrieval from a local Calibre…
N/A N/A
55597
danielwanwx
am-memory Claim
Persistent memory for Claude Code — a self-evolving knowledge layer that surviv…
N/A N/A
55598
AgentIA1984-cmd
Provides an AI agent with regulatory compliance tools for the French/European m…
55599
TJaraC
Enables AI IDEs to query Figma design tokens, component specs, and audit issues…
N/A N/A
55600
bernardcaldas
AI-first CSV analysis tool that enables AI agents to analyze, query, and audit …
N/A N/A
Showing 55551–55600 of 66495 servers