MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40201
gitayg
appcrane-mcp Claim
MCP connector for AppCrane that serves a bundled tool catalog for offline intro…
— ○ ⏳ — — — — — —
40202
nsoult-agentic
mcp-voice Claim
Enables Claude to generate, rewrite, de-AI, and transform text into a specific …
— ○ ⏳ — N/A N/A — — —
40203
cgmzfy
mcp111 Claim
— ○ ⏳ — N/A N/A — 95 —
40204
squadhelp
Search, appraise, trademark-check, and buy premium brandable domain names from …
— ○ ⏳ — — — — — —
40205
compresh
compresh-mcp Claim
Provides production-grade context compression for LLM agent conversations with …
— ○ ⏳ — — — — — —
40206
Arpit-saxena-2004
Enables AI assistants to send, search, and read emails via Gmail using OAuth2 a…
— ○ ⏳ — — — — — —
40207
sunwu51
tavily-proxy Claim
A Cloudflare Worker that proxies requests to the Tavily API with automatic key …
— ○ ⏳ — — — — 81 —
40208
mdanassaif
mcp Claim
Search 276,000+ open source icons and insert them as SVG or React components wh…
— ○ ⏳ — N/A N/A — — —
40209
AatirNadim
An MCP server that exposes getMe key-value operations as MCP tools
— ○ ⏳ — N/A N/A — — —
40210
mesutoezdil
Exposes NVIDIA GPU metrics (info, utilization, VRAM, temperature) via MCP tools…
— ○ ⏳ — N/A N/A — — —
40211
CxOAGI
MCP server for generating images and videos using Google Gemini and VEO models,…
— ○ ⏳ — — — — — —
40212
torkian
Enables Claude Desktop to search custom knowledge bases using retrieval-augment…
— ○ ⏳ — N/A N/A — — —
40213
CSOAI-ORG
Enables interaction with biometrics AI features, including risk management, tra…
— ○ ⏳ — N/A N/A — — —
40214
schilotte
An MCP server deployed on Cloudflare Workers that provides access to Uruguayan …
— ○ ⏳ — — — — 81 —
40215
Next2D
MCP server for Next2D application development that generates code following MVV…
— ○ ⏳ — N/A N/A — — —
40216
JOSETRA44
Enables AI agents to access economic statistics from the Central Reserve Bank o…
— ○ ⏳ — — — — 81 —
40217
guyeyouhun
基于MCP协议的知识库服务器,内置LLM层,提供结构化知识存储、语义搜索和主动知识推送,支持通过工具进行知识学习、搜索和关联推理。
— ○ ⏳ — N/A N/A — — —
40218
woongaro
MCP server that enables AI agents to search Korean laws and retrieve article co…
— ○ ⏳ — N/A N/A — — —
40219
cyanheads
Query IMF SDMX 3.0 macroeconomic data — 193 dataflows, WEO, BOP, CPI, exchange …
— ○ ⏳ — — — — — —
40220
revelara-ai
Revelara Claim
Reliability intelligence: production incidents, risk register, controls catalog…
— ○ ⏳ — — — — — —
40221
cituna
cituna-mcp Claim
Track how 7 AI engines cite your brand, daily, with live Google Search Console.
— ○ ⏳ — — — — — —
40222
jimrarras
coolify-mcp Claim
MCP server for managing a self-hosted Coolify instance. Provides full REST CRUD…
— ○ ⏳ — — — — — —
40223
bostrovsky
Connects your TastyTrade trading account to AI assistants like Claude Desktop a…
— ○ ⏳ — — — — — —
40224
2fst4u
mealie-mcp Claim
Exposes every endpoint of the Mealie REST API as MCP tools, enabling LLMs to ma…
— ○ ⏳ — — — — — —
40225
xyTom
Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabili…
— ○ ⏳ — — — — — —
40226
reidlo5135
Controls Autonomous Mobile Robots (AMRs) through natural language via MQTT and …
— ○ ⏳ — — — — — —
40227
hrmtz
A personal memory MCP server that ingests AI agent conversation logs from multi…
— ○ ⏳ — N/A N/A — 95 —
40228
Anselmoo
Enables AI assistants and developers to analyze code for language-specific best…
— ○ ⏳ — — — — — —
40229
shane-js
GhostFree ⚡ Claim
MCP server that scans your repo's dependencies for security vulnerabilities bas…
— ○ ⏳ — N/A N/A — 83 —
40230
RZFL
An MCP server that provides on-demand safety for AI coding workflows, enabling …
— ○ ⏳ — N/A N/A — — —
40231
vincentdchn
MCP Server Claim
A testing environment for Model Context Protocol that enables exploration of MC…
— ○ ⏳ — N/A N/A — — —
40232
radres
Call Me Claim
Your AI rings your iPhone, speaks its question, and gets your spoken answer bac…
— ○ ⏳ — — — — — —
40233
vaibhavGoyal1096
Okta-MCP Claim
A production-ready MCP server for Identity and Access Management with Okta inte…
— ○ ⏳ — N/A N/A — — —
40234
QuantumCoderSys
Formasty Claim
Create, edit, validate, publish, and inspect Formasty forms and quizzes over au…
— ○ ⏳ — — — — — —
40235
jameslovespancakes
Local MCP server that indexes folders of documents into a hybrid vector + keywo…
— ○ ⏳ — N/A N/A — — —
40236
stijnVanHorenbeek
Local MCP server for focused Marten documentation retrieval with caching, searc…
— ○ ⏳ — N/A N/A — — —
40237
xr843
Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — a…
— ○ ⏳ — — — — — —
40238
memgraph
A lightweight server implementation of the Model Context Protocol that connects…
— ○ ⏳ — — — — 81 —
40239
vikunjamcp Claim 2
An MCP server that provides access to Vikunja, a self-hosted task management so…
— ○ — N/A N/A — 69 —
40240
rostradamus
klaws Claim
Scans source code for possible Korean compliance risks (PIPA, Network Act, Cred…
— ○ ⏳ — — — — — —
40241
Shakargy
DevTime Claim
Local-first, read-only MCP server for evidence-backed repository memory.
— ○ ⏳ — N/A N/A — — —
40242
pipeworx-io
Ebird Claim
eBird MCP — Cornell Lab of Ornithology citizen-science bird observations
— ○ ⏳ — — — — — —
40243
brettscharm
ELM MCP Claim
Enables AI assistants to interact with IBM Engineering Lifecycle Management (EL…
— ○ ⏳ — N/A N/A — — —
40244
Unfathomable-siren38
Enables running interactive terminals inside Claude Code and Claude Desktop, su…
— ○ ⏳ — N/A N/A — — —
40245
wpwriter
wpwriter Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
— ○ ⏳ — — — — 81 —
40246
chrishayuk
Mechanistic interpretability MCP server wrapping chuk-lazarus, enabling model l…
— ○ ⏳ — N/A N/A — — —
40247
socraticsurge
Telugu Panchangam for AI assistants: daily panchangam, muhurta windows, tarabal…
— ○ ⏳ — — — — — —
40248
MCP server for R package development using usethis, devtools, renv, and testthat
— ○ — N/A N/A — 81 —
40249
JithunMethusahan
Enables interaction with the Dog API through natural language, supporting opera…
— ○ ⏳ — — — — — —
40250
Bankee-ai
Live financial data MCP: FX, crypto, stocks, news, URL reader. x402 on Base: $0…
— ○ ⏳ — — — — — —
Showing 40201–40250 of 69365 servers
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