MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44401
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to view …
81
44402
Techie03
trade-mcp Claim
An advanced MCP server for real-time worldwide stock market data, technical ind…
44403
InfernalAzazel
为 AI 助手提供微博数据查询能力,支持搜索用户、获取动态、热搜榜等功能。
44404
abhishekmprovoke
Enables AI-powered mobile app testing and automation through Appium, using Azur…
81
44405
MastadoonPrime
Sylex Memory Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
44406
pipeworx-io
Provides access to City of Norman, Oklahoma open geospatial data through ArcGIS…
44407
oseni99
A minimal Model Context Protocol server implementation that provides tools for …
81
44408
jackculpan
Search award flight availability, points pricing, and status matches from your …
44409
unluckyknight42
exceltester Claim
N/A N/A 95
44410
livingroot
metabase-mcp Claim
A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI a…
44411
jackmmaher
UKDataAPI Claim
UK government data intelligence platform. 14 enriched endpoints with proprietar…
81
44412
pipeworx-io
Enables querying Wynncraft MMORPG data including player stats, guilds, leaderbo…
44413
pipeworx-io
mcp-climatiq Claim
Climatiq MCP server that calculates carbon footprints using emission factors, e…
44414
matiasvagli
An MCP server for searching flights, hotels, weather, and tourist attractions.
44415
khellyReys
mcp-servers Claim
This MCP server provides a modern web interface and a set of tools for interact…
N/A N/A
44416
getAlby
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
44417
ReduceMyIns
nowcerts-mcp Claim
N/A N/A 95
44418
shubhamshnd
ytmcp Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
44419
Va1bhav512
Enables AI models to perform complex video editing tasks on Kdenlive projects t…
N/A N/A
44420
ryanyogan
Fizzy Do MCP Claim
Open-source MCP server that connects AI assistants to Fizzy (Basecamp's task ma…
44421
industrial-aiops
OT-AIops Claim
Provides AI agents with safe, governed read access to industrial control system…
44422
valuein
Institutional-grade SEC financial data for AI agents — in one line of config. …
81
44423
li-yq
ns-hpc Claim
Provides a secure, sandboxed interface for LLM agents to interact with HPC clus…
44424
Ad3n1ne
nomad Claim
A local MCP server for agentic remote development that enables code sync via rs…
N/A N/A
44425
bigboss32
mcp Claim
N/A N/A 95
44426
yaniv-fink
WordPress MCP server: publish posts, AI images, SEO and full site management, s…
44427
forgemeshlabs
Free Agent Signal Optimization scanner for website/API agent readiness. Scores …
44428
laststance
Enables AI-powered automation, debugging, and observability of Electron applica…
N/A N/A
44429
cluster2600
zvec-mcp Claim
Enables AI agents to store, search, and manage a local vector database for RAG …
N/A N/A
44430
mattbotcode
An MCP server that treats Obsidian vaults as knowledge graphs, enabling AI agen…
N/A N/A
44431
ThomasJanssen-tech
MCP_Server Claim
Enables querying Crunchbase company data through Claude Desktop using natural l…
44432
thisisaman408
MCP server that connects AI clients to a local MiroFish instance for document-d…
N/A N/A
44433
wangkezun
qq-music-mcp Claim
Integrates QQ Music API with MCP, enabling LLMs to search music, retrieve song …
44434
davincinewton
An extension-based MCP server that enables AI assistants to control your existi…
N/A N/A 95
44435
CSOAI-ORG
agent-identity-trust-mcp MCP server by MEOK AI Labs
44436
Shiv-D-Coder
Enables interaction with Gmail, Google Drive, and Google Classroom through Fast…
44437
2nspired
A kanban board MCP server that enables AI agents to read and write project boar…
N/A N/A
44438
nzt108-dev
KeyStack Claim
Local dashboard and MCP server that maintains a live project registry and skill…
N/A N/A
44439
arturochent
Enables Claude to search YouTube for artists and manage playlists on your YouTu…
N/A N/A
44440
remoet-labs
remoet-mcp Claim
Job search for AI agents. Search tech companies by their real tech stack, star …
44441
lazymac2x
Cloudflare Workers MCP server: cron-collision-detector
44442
mikeysrecipes
kagi-server Claim
MCP server integrating the Kagi Search API to perform web searches using the ka…
44443
kovvurisupraj
A production-ready MCP server that connects Claude AI to Gmail, enabling full e…
N/A N/A
44444
fastmcp-me
A Model Context Protocol (MCP) server for searching the National Provider Ident…
44445
YokiiDesu
A marketplace of 13 specialist AI agents for coding assistants, offering tools …
N/A N/A
44446
ivangrynenko
Provides AI agents with access to 284+ development best practices, security gui…
N/A N/A 95
44447
mattijskersten
Enables AI agents to manage appointments on Medicover's Polish patient portal, …
44448
smartschool-mcp Claim 1
Access Smartschool courses, grades, assignments, and messages through the Model…
N/A N/A 81
44449
Smokestack-Games
rbxsync-mcp Claim
Enables AI agents to extract, sync, test, and debug Roblox games bidirectionall…
N/A N/A
44450
joaodelapace
abap-mcp Claim
An MCP server that connects AI assistants to SAP systems via the ADT REST API, …
Showing 44401–44450 of 66518 servers
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