MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30711
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33251
luckyxpw
Enables access to the CSMAR financial database via MCP, providing tools for que…
33252
rkdfx
Bridges AI assistants with TestCafe testing capabilities, enabling AI-driven br…
N/A N/A
33253
ajtgjmdjp
taxfolio-mcp Claim
Enables tax-loss harvesting and tax-aware portfolio rebalancing via LLM agents,…
N/A N/A
33254
mwaight
MCP server for AI-controlled GPU VRAM management in ComfyUI, allowing Claude to…
N/A N/A
33255
baazilakhlaque
An agentic Retrieval-Augmented Generation (RAG) system that combines a small cu…
33256
SekiroKenjii
A production-grade TypeScript starter for building Model Context Protocol serve…
33257
afikrim
MCP server for interacting with the Medium API. Allows AI agents to publish pos…
33258
CSOAI-ORG
rag-knowledge-mcp MCP server by MEOK AI Labs
N/A N/A
33259
SrenoG
strava-mcp Claim
MCP server to fetch Strava activities using OAuth authentication with automatic…
N/A N/A
33260
yazilim-vip
Enables management of Apple Reminders on macOS, including creating, listing, se…
N/A N/A
33261
wenjiachengy
Enables secure interaction with MySQL databases through listing tables, reading…
81
33262
conaedivulgacion-lab
mcp-legal-ar Claim
Unifies 14 Argentine legal connectors (JUBA, SCBA, CSJN, SAIJ, PJN Jurisprudenc…
N/A N/A
33263
shafeequealipt-dotcom
Enables grounding AI responses in a local document corpus by exposing MCP tools…
N/A N/A
33264
Tam1379
High-performance server that simplifies access to the USPTO Final Petition Deci…
33265
BeneIstvan
Toolcall Claim
30 pay-per-call APIs for AI agents: compliance, trade, safety, web, data. USDC …
33266
IzikLisbon
mufmuf-mcp Claim
Score how visually compatible two photos are (1-10), with sub-scores and an exp…
N/A N/A
33267
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
81
33268
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
81
33269
Dudoxx
ddx-term-mcp Claim
Enables AI agents to execute commands in a shared tmux session that is simultan…
N/A N/A
33270
bill-kopp-ai-dev
Percival Ubuntu is a security-focused MCP server for safe Ubuntu operations, op…
N/A N/A
33271
zhuyihenzheng
screenctx Claim
Enables AI tools to collect a compact, structured context bundle for a Spring B…
N/A N/A
33272
Juupeee
Enables AI models to read local images using NVIDIA vision models, supporting i…
N/A N/A
33273
ashuashu20691
Enables AI-powered database operations on Oracle Autonomous Database via natura…
33274
ShunyaAI
snow-mcp Claim
A comprehensive MCP server for ServiceNow that provides over 60 pre-built tools…
33275
ricardopera
A TypeScript-based MCP server for generating custom images and icons using AI (…
N/A N/A
33276
hitankshah
sylgeo-mcp Claim
Enables AI assistants to scan brand visibility across ChatGPT, Claude, Gemini &…
33277
Flexcrit
A TypeScript-based MCP server template for the Antigravity agentic environment,…
N/A N/A
33278
CSOAI-ORG
An MCP server for AI economy infrastructure with built-in EU AI Act compliance,…
N/A N/A
33279
pluginslab
Provides AI assistants with a verified database of WordPress Gutenberg block sc…
N/A N/A
33280
Webdev3-digi
fastalert Claim
N/A N/A 95
33281
fastmcp-me
IcebergMCP Claim
Enables natural language interaction with Apache Iceberg Lakehouse tables throu…
33282
actions-marketplace-validations
Provides security audit primitives for MCP servers, agent tool schemas, and sys…
N/A N/A
33283
mattmre
EVOKORE-MCP Claim
Multi-server MCP aggregator with 266 skills, an orchestration runtime, fleet/cl…
N/A N/A
33284
AlexikM
gibil Claim 1
Spawns an ephemeral Ubuntu VM with project clone, shell exec, file I/O, and aut…
N/A N/A 67
33285
gghez
mcp-gouv-fr Claim
MCP server for exploring French public open data via APIs like data.gouv.fr, ge…
33286
gagahkharismanuary
A Codex-first MCP server that bridges TradingView Desktop via Chrome DevTools P…
N/A N/A
33287
Gridness
godot-mcp Claim
MCP server for Godot editor automation.
N/A N/A
33288
mno-d
Kastor Claim
Lets ChatGPT or MCP clients work with files on your machine, with tools for rea…
N/A N/A
33289
robgrappler
An MCP server that analyzes your unique Twitter voice to generate, manage, and …
81
33290
alexandria-shai-eden
105-tool browser automation with cognitive user simulation, visual testing, per…
81
33291
supramal1
Enables Claude and other MCP clients to interact with Cornerstone memory, suppo…
N/A N/A
33292
popstas
MCP server for storing and safely auto-filling tabular data. Enables AI agents …
33293
reaper1067MSX
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
N/A N/A
33294
JiteshPL
grocery-mcp Claim
MCP server for grocery-related web automation using Playwright, enabling AI ass…
N/A N/A
33295
HugoWw
MCP-EXP Claim
Experimental MCP server that integrates OpenAI and Serper APIs for news search,…
33296
Materioa
Enables AI assistants to search and read Materio's educational PDF resources di…
33297
Quantiser
Enables AI assistants to query VersionOne for stories, features (epics), and th…
N/A N/A
33298
sanchorelaxo
Provides access to Ontario open government data through the CKAN API, enabling …
N/A N/A
33299
brynnjocelyn
Enables LLMs to manage PocketBase databases with comprehensive CRUD, authentica…
33300
zongzi-zongzhi
local-Rag Claim
A local-first document retrieval MCP server that enables AI coding tools like C…
N/A N/A
Showing 33251–33300 of 64728 servers
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