MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57451
DevNexsler
Enables any MCP-compatible AI assistant to search, filter, and retrieve informa…
57452
alikayalll43-sudo
kayamcp Claim
Enables AI agents to visually interact with LibreSprite for real-time pixel art…
N/A N/A
57453
casterkay
Syncs AI conversations from multiple platforms to local Markdown files for your…
N/A N/A
57454
whdrnr2583-cmd
token-meter Claim
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…
N/A N/A
57455
zriyansh
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
N/A N/A
57456
pinchasn81
Enables logging and retrieving activity data from DynamoDB, supporting activity…
N/A N/A
57457
samayyy
MCP server providing synthetic subscriber data (profiles, watch history, billin…
57458
ro-kannan
Exposes a governed lending portfolio (loans, customers, risk-tier history) to a…
57459
michielinksee
cockpit-mcp Claim
Accounting automation MCP server for Japanese tax firms. Two-stage classifier (…
N/A N/A
57460
soracom-labs
A Model Context Protocol (MCP) server for interacting with SORACOM APIs.
57461
dbos-inc
Enables LLMs to analyze and manage DBOS workflows, including introspection, wor…
57462
structured-sh
MCP server providing managed persistent memory for AI agents. Read and write st…
N/A N/A
57463
OverlayQA
Enables AI coding agents to audit web pages for WCAG accessibility and color-co…
57464
Tavaresiqueira
Exposes Garmin Connect wellness and recovery metrics to MCP-compatible AI assis…
57465
sap156
Provides real-time access to Zillow real estate data, enabling property search,…
81
57466
cswkim
Reproduces a race condition in mcp-use dev where tool results are dropped when …
N/A N/A
57467
pintar-team
MCP server for fal model discovery, execution, pricing, and local media process…
N/A N/A
57468
ApacheBin
xbtest Claim
N/A N/A 95
57469
christian-ramos
MCP server that exposes the Amazon Selling Partner API to Claude Desktop and an…
57470
@Ruiren1
mcp_project Claim
N/A N/A 95
57471
xopipop
Enables remote PC control and system management through MCP, including hardware…
N/A N/A
57472
Platoona
An MCP server that connects AI assistants to 10,000+ SaaS integrations through …
N/A N/A
57473
d0gesec
MCP Kali Claim
Enables AI agents to execute any command in a Kali Linux environment, with feat…
N/A N/A
57474
avargas2026
Enables AI agents to audit, manage, and optimize Frigate NVR configurations, in…
N/A N/A
57475
shreeraman96
mcp-opencode Claim
An MCP server that lets an AI coding agent delegate implementation work to the …
N/A N/A
57476
patrickdeanfox
Enables Claude to build and manage Zuar Portal HTML blocks through the Portal R…
57477
kicito
An MCP server that provides real-time web search and X (Twitter) search capabil…
57478
luisMDev
Enables MCP clients to interact with Microsoft Dynamics 365 Business Central en…
57479 N/A N/A 95
57480
hatchable
hatchable Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
81
57481
parthhimself0
Enables searching products, browsing categories, checking gold rates, tracking …
57482
Knuckles-Team
MCP server for managing SSH tunnels and remote hosts, offering tools for host i…
57483
yksanjo
fusion-mcp Claim
Enables MCP clients to call OpenRouter Fusion, which queries a panel of models …
57484
hesoyamlp1
Enables AI assistants to generate images using NovelAI, supporting text-to-imag…
81
57485
alexalexalex222
A referee for self-improving AI agent loops that mines past sessions, improves …
N/A N/A
57486
zecure
Automatically generates MCP servers from OpenAPI/Swagger specifications, enabli…
81
57487
aliildan
ytb-tools Claim
Enables AI assistants to search YouTube, fetch transcripts, and get AI summarie…
N/A N/A
57488
yigitkonur
Provide a stateful, session-based calculator server with robust streamable HTTP…
N/A N/A 95
57489
universal-mcp
Provides a standardized interface for interacting with Shortcut's tools and ser…
N/A N/A
57490
schrojf
Self-hosted knowledge manager and MCP server that lets you organize snippets, q…
N/A N/A
57491
FlorianWilk
mood Claim
Enables AI to display its current mood as a locally generated ASCII face using …
N/A N/A
57492
claudeskydream-hash
Automates Spine asset pipeline tasks such as export, texture packing, resource …
N/A N/A
57493
Stevegriswoldatl
Book Sandals, Beaches, and cruises through Pixie Vacations with co-branded book…
57494
hackerxj2010
A production-ready MCP server with 24 tools for Stripe, Twilio, Resend, GitHub,…
57495
jezweb
Provides access to NASA's open APIs including astronomy imagery, Mars rover pho…
57496
a7351220
etfedge-mcp Claim
Read-only MCP server for Taiwan active ETF research database, providing tools t…
57497
ant4g0nist
lldb-mcp Claim
Enables AI assistants to interact with LLDB debugging sessions through a standa…
N/A N/A
57498
tomoyanakano
This MCP server enables AI assistants to interact with the Timing application f…
57499
NicolasDangg
Look up authoritative word definitions from Merriam-Webster. Clarify meanings i…
N/A N/A 95
57500
Hardik-369
Assesses code change risk with ultra-low token budget (50-100 tokens) and provi…
N/A N/A
Showing 57451–57500 of 66495 servers