MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45401
stevezhouht
Provides tools to query Chinese lottery results, check prizes, and update data …
45402
vaibhavkkk
A Model Context Protocol server for AI persona management with JIRA integration…
N/A N/A
45403
WINGFO-HQ
Provides LLMs with real-time access to Solana blockchain data through Solscan A…
45404
proj-airi
airi-android Claim
A MCP server that enables LLMs to control Android devices via ADB, supporting i…
45405
mozi-app
Enables AI agents to interact with a local Mermaid diagram editor via MCP, allo…
N/A N/A
45406
friedice5467
Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architectu…
N/A N/A
45407
lucasinocencio1
Provides surf forecast data including swell height, period, direction, and wind…
45408
AviHack
A self-hosted MCP server that proxies MCP clients to Power BI, using your own E…
45409
adamcfield
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
45410
fetchai
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
45411
naruto1031
Uproad Claim
Share prototypes as private links clients open without an account, attach specs…
45412
Kastalien-Research
[NOTE: Thoughtbox temporarily may not maintain connectivity over Smithery as we…
N/A N/A 95
45413
narekmalk
safedb-mcp Claim
Secure MCP server for safe, read-only DB access by AI agents, with SQL guardrai…
45414
Straska7
cc-history Claim
Provides local-first, cross-session memory for Claude Code, enabling semantic s…
N/A N/A
45415
sargonpiraev
Enables AI assistants to access and manage HeadHunter job platform data, includ…
45416
teresjsiu
A FastMCP-based server that provides complete Slack integration for Cursor IDE,…
N/A N/A 95
45417
G5317
Track how ChatGPT, Gemini & Perplexity mention, rank & cite your brand. AuraCit…
45418
drleadflow
Enables AI agents to manage GoHighLevel workspaces through natural language, wi…
45419
evonar543
ASSETMCP Claim
A Python MCP server for searching, downloading, extracting, inspecting, and pre…
N/A N/A
45420
i3T4AN
Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaborat…
81
45421
investmentchacha-wq
Real-time AI-summarised SEC filing intelligence for Claude, Cursor, and any MCP…
45422
universal-mcp
Enables interacting with Hubspot tools and services through a unified API and t…
45423
MCPmed
geo-mcp Claim
Enables searching and downloading Gene Expression Omnibus (GEO) data from NCBI,…
81
45424
atototo
wiki-mcp-hub Claim
Enables lexical search over local Markdown wiki folders using SQLite FTS5, with…
N/A N/A
45425
axel-belfort
User agent string parser API for AI agents. Parse any user agent into structure…
81
45426
Smokestack-Games
rbxsync-mcp Claim
Enables AI agents to extract, sync, test, and debug Roblox games bidirectionall…
N/A N/A
45427
AlexMi64
Wikivibe MCP Claim
Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bot…
45428
YawLabs
Yaw MCP Claim
Manages and dispatches multiple MCP servers from a cloud dashboard, reducing to…
N/A N/A
45429
muhammedehab35
Enables managing internal documentation with search and add capabilities, and f…
N/A N/A
45430
Starsalaya
Speed Reader Claim
Turn any article, document, or chat reply into a one-word-at-a-time RSVP readin…
45431
pipeworx-io
mcp-19hz Claim
Enables querying electronic/dance music events from 19hz.info by region, with t…
45432
tacyan
AffinityMCP Claim
Enables natural language control of Affinity Photo/Designer/Publisher and Canva…
N/A N/A
45433
theYahia
Enables managing Kaspi Marketplace orders through AI assistants, including list…
45434
redhat-cne
Monitors and analyzes Precision Time Protocol (PTP) systems in OpenShift cluste…
45435
kovvurisupraj
A production-ready MCP server that connects Claude AI to Gmail, enabling full e…
N/A N/A
45436
fastmcp-me
Enables real-time user intervention for MCP agents via a Web UI and interactive…
N/A N/A
45437
ninemindai
weather-mcp Claim
Exposes weather data from the free Open-Meteo API via decorator-driven MCP tool…
45438
Hermes-pm
An MCP server that enables AI agents to search, read, and create notes across s…
45439
Maksim061994
Provides tools to manage work email: list/search/get emails and draft replies v…
45440
daomengKJ
Enables LLM clients to handle leave applications by providing tools for initial…
45441
malkreide
An MCP server that connects AI models to the Lobbywatch.ch database, providing …
45442
slava0gpt
Менеджер AI-промптов с 24 MCP-инструментами. Поиск, создание, редактирование пр…
N/A N/A 95
45443
luizrodrigues034
mcp-sing Claim
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen…
N/A N/A
45444
IBM
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, o…
N/A N/A
45445
RobertBergman
Enables AI assistants to query and monitor wireless clients in Cisco Catalyst C…
81
45446
matthewtzong
A Test/Sandbox MCP server that integrates with the SnapTrade API Sandbox enviro…
45447
zurferr
MCP server providing a single query tool to execute SQL against GetDot Database…
45448
drewbeechler
A Model Context Protocol server that provides read-only access to Google Search…
N/A N/A
45449 N/A N/A 95
45450
lethanhbinh3920
personal Claim
N/A N/A 95
Showing 45401–45450 of 67197 servers
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