MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
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
67501
prufa-dev
prufa-mcp Claim
Point your coding agent at a URL and get a real-browser QA audit: broken signup…
— ○ ⏳ — — — — — —
67502
pipeworx-io
Enables querying and searching Lincoln & Lancaster County GIS open geospatial d…
— ○ ⏳ — — — — — —
67503
trustxai
A comprehensive MCP server for the ClickUp API exposing 166 tools to manage Spa…
— ○ ⏳ — — — — — —
67504
Fercama
Mine, validate and paper-trade quantitative trading strategies. The engine runs…
— ○ ⏳ — — — — — —
67505
Wakanlolz
memory-decay Claim
An MCP server that implements memory with decay mechanics, allowing AI agents t…
— ○ ⏳ — N/A N/A — — —
67506
marcodavidd020
Persistent code-knowledge memory across AI chat sessions, caching code understa…
— ○ ⏳ — N/A N/A — — —
67507
RouxFurkan
wp-seo-mcp Claim
This MCP server automates WordPress SEO blog creation from content generation t…
— ○ ⏳ — — — — — —
67508
no39pikko
LeadClaw MCP Claim
Demo MCP server for booking confirmed sales appointments through Claude. Allows…
— ○ ⏳ — N/A N/A — — —
67509
Metadrama
Obscura MCP Claim
MCP server adapter for Obscura Rust headless browser — web scraping with anti-d…
— ○ ⏳ — N/A N/A — — —
67510
skip5this
LoopIn Claim
Bridges a browser extension with an AI agent via MCP, enabling the agent to cap…
— ○ ⏳ — N/A N/A — — —
67511
Jeffreytsai1004
Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…
— ○ ⏳ — N/A N/A — — —
67512
thein-art
Enables interaction with Google Search Console via MCP, offering search analyti…
— ○ ⏳ — — — — — —
67513
Fino-wind
vaultbeat Claim
Needs Vaultbeat for iOS (Pro). Your AI agent reads your E2EE Apple Health data,…
— ○ ⏳ — N/A N/A — — —
67514
sdesani
Enables interaction with FHIR APIs, specifically for Oracle Millennium Platform…
— ○ ⏳ — — — — — —
67515
LinkaG
Enables users to manage tasks with priorities, perform calculations with histor…
— ○ ⏳ — — — — — —
67516
clauxel
Remote MCP for AI waiver checks, exception approvals, expiry review, and audit …
— ○ ⏳ — — — — — —
67517
MCP KQL Server Claim 1
Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explo…
— ○ — N/A N/A — 81 —
67518
giorgio44
Search 2,756+ verified AI tools, generate step-by-step AI workflows, compare to…
— ○ ⏳ — — — — — —
67519
dudachun
DC-COCO-MCP Claim
Enables AI clients to control Cocos Creator editor projects, scenes, nodes, com…
— ○ ⏳ — N/A N/A — — —
67520
ohneben
Enables AI assistants to manage BuchhaltungsButler bookkeeping through all 48 A…
— ○ ⏳ — — — — — —
67521
medieage
Query MCP Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
— ○ ⏳ — N/A N/A — 95 —
67522
finikoslab
The context layer for the physical world: filmed spaces as cited context for ag…
— ○ ⏳ — — — — — —
67523
dOpensource
Enables AI assistants to manage dSIPRouter operations such as endpoint groups, …
— ○ ⏳ — — — — — —
67524
xtofuub
Enables AI assistants to search and compare live prices from Finnish marketplac…
— ○ ⏳ — — — — — —
67525 — ○ ⏳ — N/A N/A — 95 —
67526
igledaniel
tourmis Claim
— ○ ⏳ — N/A N/A — 95 —
67527
ArthurSrz
Enables graph-powered semantic search over the Grand Débat National dataset, pr…
— ○ ⏳ — — — — — —
67528
SerenaMichaels
A Julia-based MCP server providing tools for database operations, file manageme…
— ○ ⏳ — — — — — —
67529
baizo7
Enables AI assistants to fully control CapCut video editing projects, including…
— ○ ⏳ — N/A N/A — — —
67530
LePhyX
An MCP server providing real-time access to tech news from Hacker News, GitHub …
— ○ ⏳ — — — — — —
67531
martinhillebrand
Enables machine learning data preprocessing pipeline creation and model trainin…
— ○ ⏳ — N/A N/A — — —
67532
yundoun
docs-mcp Claim
MCP server + RAG chatbot that makes your MDX documentation searchable by AI ass…
— ○ ⏳ — — — — — —
67533
cybeleri
Database admin MCP: schema inspection, query optimization for PostgreSQL and My…
— ○ ⏳ — N/A N/A — 81 —
67534
gitayg
Enables AI clients to view screens, run commands, and transfer files across a f…
— ○ ⏳ — N/A N/A — — —
67535
danishashko
Provides real-time stock market data for Claude Desktop and MCP-compatible clie…
— ○ ⏳ — — — — — —
67536
deflucaseng
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
— ○ ⏳ — — — — — —
67537
nobulart
octane-mcp Claim
A local MCP server that lets Hermes Agent use Octane X as a shared visual canva…
— ○ ⏳ — N/A N/A — — —
67538
ngh1105
MCP server for AI agents to work with GenLayer projects, providing tools to run…
— ○ ⏳ — N/A N/A — — —
67539
S1LV3RJ1NX
A demo MCP server with streamable HTTP transport and auto tool registry, enabli…
— ○ ⏳ — — — — — —
67540
simthw
Enables automatic literature discovery, screening, and ranking across OpenAlex,…
— ○ ⏳ — — — — — —
67541
rison1337
AI-powered MCP server for IDA Pro with Fusion enhancements. Provides persistent…
— ○ ⏳ — N/A N/A — — —
67542
fipex-labs
fipeX MCP Claim
Brazilian FIPE vehicle reference prices: search, current price, history and com…
— ○ ⏳ — — — — — —
67543
GitRegret
Provides MCP tools to read, search, create, append, and delete iCloud Notes by …
— ○ ⏳ — — — — — —
67544
tomtapia
Provides comprehensive access to AWS Trusted Advisor checks and recommendations…
— ○ ⏳ — — — — — —
67545
KratosUAE
Enables AI assistants to monitor, analyze, and configure OWASP ModSecurity CRS …
— ○ ⏳ — N/A N/A — — —
67546
felippeyann
agentfi Claim
Crypto transaction tools for AI agents. 28 MCP tools covering swaps (Uniswap V3…
— ○ ⏳ — — — — — —
67547
pipeworx-io
mcp-newsapi Claim
Enables fetching top headlines and searching news archives from NewsAPI.org, al…
— ○ ⏳ — — — — — —
67548
wyre-technology
blumira-mcp Claim
An MCP server for Blumira SIEM platform, enabling management of security event …
— ○ ⏳ — — — — — —
67549
asciimoo
hister Claim
Your own search engine
— ○ ⏳ — N/A N/A — — —
67550
ro-kannan
Exposes a governed lending portfolio (loans, customers, risk-tier history) to a…
— ○ ⏳ — — — — — —
Showing 67501–67550 of 68965 servers