MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62301
chienchuanw
GMA2 MCP Claim
An MCP server that lets AI assistants control grandMA2 lighting consoles via Te…
62302
hellowind777
Multi-engine web search and content extraction MCP server with 10 sources, 4-wa…
62303
apexradius
Cloudflare DNS MCP server: manage zones, records, cache purge, and page rules.
N/A N/A
62304
abenke
Spotify MCP Claim
Enables searching and managing Spotify playlists, tracks, and user information …
N/A N/A
62305
malkreide
srgssr-mcp Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
62306
fantomdancer
Comprehensive MCP server for the Namecheap API, enabling domain management, DNS…
N/A N/A
62307
mascor
A secure, audit-logged MCP server for Frappe that exposes specific DocTypes and…
N/A N/A
62308
alexandria-shai-eden
105-tool browser automation with cognitive user simulation, visual testing, per…
81
62309
kamolc4
An MCP server that enables AI assistants to read and write Xero accounting data…
62310
zehair-louzza
Enables interaction with Oracle Cloud Infrastructure through the MCP protocol. …
62311
mleen
fakao-mcp Claim
MCP server for Chinese bar exam (法考) preparation with 2,027 past questions, cha…
62312
Veloce-AI
SQLMind Claim
An MCP server that provides SQL generation, validation, transpilation, and sche…
62313
ryanda9910
erdlens Claim
MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeO…
N/A N/A
62314
tylernford
obsidian-mcp Claim
MCP server running inside Obsidian that provides AI assistants with native acce…
N/A N/A
62315
mmpyro
vcluster-mcp Claim
Provides tools for managing vcluster instances, enabling AI assistants to list,…
N/A N/A
62316
Wakanlolz
memory-decay Claim
An MCP server that implements memory with decay mechanics, allowing AI agents t…
N/A N/A
62317
key2
mcp-vcd Claim
Enables AI assistants to analyze hardware simulation VCD waveforms and GTKWave …
N/A N/A
62318
Vivekpatil200320
cyberrescue Claim
A locally-hosted MCP (Model Context Protocol) server that gives Claude real too…
N/A N/A
62319
Bohaohao
Product MCP Claim
MCP server for ERP product operations that enables AI agents to precheck produc…
62320
epodivilov
A Model Context Protocol (MCP) server that provides comprehensive access to Gar…
62321
brnbco
Hello Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
N/A N/A 95
62322
SunCreation
MCP server for Google Docs, Sheets & Drive with full formatting support.
N/A N/A
62323
alc0der
Enables SQL queries against git repositories via MergeStat, allowing users to a…
N/A N/A
62324
FL1NEE
MCP server for intercepting and mocking HTTP(S) traffic via a Mockttp proxy, wi…
N/A N/A
62325
kazumah1
Smithery Claim
Enable seamless integration of AI agents with external data sources and tools t…
N/A N/A 95
62326
Moin105
karst Claim
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
N/A N/A
62327
Jaimegruiz
Enables AI agents to access and analyze Spanish electricity consumption data vi…
62328
farisi55
Bridges MCP for XiaoZhi AI agent using Cloudflare Workers + Durable Objects, ma…
62329
kohei25
An MCP server that downloads PDF files from URLs and converts them to Markdown …
N/A N/A
62330
gregpriday
An agentic memory system that enables AI assistants to store, search, and manag…
N/A N/A
62331
whathebronte
Wraps NEA's 2-hour weather forecast API to provide rain alerts for central Sing…
62332
FurlPay
Enables AI agents to autonomously search, pay, and book travel by integrating T…
62333
yuppie1949
Provides text-to-speech synthesis using Microsoft Edge's free TTS engine, suppo…
62334
shaowen310
Integrates AI assistants with WPS Office to automate operations across Writer, …
N/A N/A
62335
MarcusJellinghaus
Provides safe, configurable SQL database access via MCP tools, enabling schema …
N/A N/A
62336
naotochan
MCP server for controlling PolyNodes spatial sonic synthesis via OSC, allowing …
N/A N/A
62337
hesscl
Provides access to the U.S. Census Bureau Geocoding Services API, enabling geoc…
N/A N/A
62338
darthzen
An MCP server that lets Claude Code delegate coding tasks such as code generati…
62339
ashizam
A specialized MCP server that allows AI coding assistants to send direct messag…
62340
wellknownmcp
A federated MCP gateway that consolidates multiple plain-HTTP backends into a s…
62341
RunRiotComeOn
Exposes forecast lookup tools for consumer spending predictions across regions …
62342
MrWhilhelmSan
xcom-wingman Claim
A local MCP server enabling tactical advisors to semantically and keyword searc…
N/A N/A
62343
cdsassj00
A personal memory MCP server that stores and retrieves conversation memories, e…
62344
AkiraMatsumoto-github
Provides secure, read-only access to Bing Webmaster Tools analytics and non-des…
62345
elhassane1230
mcp-rag Claim
Enables semantic search and question answering over a knowledge base using hybr…
N/A N/A
62346
ecestnrkl
Exposes tools to ingest FigJam boards, retrieve context summaries, and answer f…
62347
MichaelEnny
Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…
N/A N/A
62348
turanmural
Enables image generation and prompt enhancement within Claude.ai by leveraging …
62349
tedorigawa001
Enables scanning Java (Maven) projects for known vulnerabilities via natural la…
N/A N/A
62350
hvj78
MEK-MCP Claim
Enables searching the Hungarian Electronic Library (MEK) for books, authors, su…
Showing 62301–62350 of 62421 servers