MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39551
coe0718
Deskbrid Claim
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. …
— ○ ⏳ — N/A N/A — — —
39552
AceDataCloud
mcp-fish Claim
MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice …
— ○ ⏳ — — — — — —
39553
DouganRedhammer
Enables AI assistants to look up World of Warcraft character information and re…
— ○ ⏳ — — — — — —
39554
tadeukaiba
Generates AI images using Google Gemini and uploads them to S3-compatible stora…
— ○ ⏳ — — — — — —
39555
duke-of-beans
Oktyv Claim
An MCP server that enables AI agents to execute real-world actions through 10 s…
— ○ ⏳ — N/A N/A — — —
39556
SterlingChin
Helps users easily create new MCP servers by providing documentation, templates…
— ○ ⏳ — N/A N/A — — —
39557
DeepTempo
Enables AI-driven SOC investigations by providing automated Splunk querying, th…
— ○ ⏳ — — — — — —
39558
anduritko
carapidev Claim
Remote MCP server giving AI agents instant access to comprehensive vehicle data…
— ○ ⏳ — N/A N/A — 95 —
39559
etrakselis
Enables interaction with Adobe Journey Optimizer content through the Content AP…
— ○ ⏳ — — — — — —
39560
exabyteso
mailpit_mcp Claim
Enables interaction with a local Mailpit instance for capturing and inspecting …
— ○ ⏳ — N/A N/A — — —
39561
hoducha
A Model Context Protocol (MCP) server that exposes Kanboard API functionality t…
— ○ ⏳ — — — — — —
39562
Anchovy-s3
Enables route planning and transit information retrieval for Japan using the pu…
— ○ ⏳ — — — — — —
39563
mwbidwell
Build forms, manage responses, and run AI analysis via the BionicForms API.
— ○ ⏳ — N/A N/A — 83 —
39564
NikhilBelwate
Enables uploading, arranging, merging, and downloading PDFs through an MCP-comp…
— ○ ⏳ — — — — — —
39565
l0kifs
Enables private web search and webpage content extraction using a local SearxNG…
— ○ ⏳ — N/A N/A — — —
39566
maerestijnde
Enables Claude AI to control and manage Homey Pro smart home devices, flows, an…
— ○ ⏳ — N/A N/A — — —
39567
Litash
Enables AI agents to access real-time market data, manage Moomoo trading accoun…
— ○ ⏳ — N/A N/A — — —
39568
pipeworx-io
Enables AI agents to search and query Lee County GIS open geospatial datasets (…
— ○ ⏳ — — — — — —
39569
NoBanks
MCP server for PTC ThingWorx, the IIoT platform, providing 8 tools for AI agent…
— ○ ⏳ — — — — — —
39570
Stratogenic-AI
Governance middleware for AI agents: permission gates, approvals, compliance sc…
— ○ ⏳ — — — — — —
39571
jeremie-lesage
Enables to manage Zimbra emails, tags, calendar, and contacts through natural l…
— ○ ⏳ — — — — — —
39572
QuantMLResearch
MCP server for A-share stock technical analysis and AI prediction, enabling LLM…
— ○ ⏳ — N/A N/A — — —
39573
Eomsangsik
A function-level call-graph indexer for GDScript/Godot projects, exposed as an …
— ○ ⏳ — N/A N/A — — —
39574
po4erk91
Multi-agent shared brain MCP server enabling cross-session memory, self-improvi…
— ○ ⏳ — N/A N/A — — —
39575
LongLiveY96
Provides documentation search, reading, and AI-powered Q\&A for ArkTS/ArkUI dev…
— ○ ⏳ — — — — — —
39576
vishalvijay
Enables fetching upcoming events for London Desperados CC from Spond via a sing…
— ○ ⏳ — — — — — —
39577
juergenkoller-software
nemeton-mcp Claim
MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) …
— ○ ⏳ — N/A N/A — — —
39578
iceener
Enables web scraping and search with batch support, rate limiting, and flexible…
— ○ ⏳ — — — — — —
39579
maximem-ai
Synap Memory Claim
Persistent memory for AI agents — log and recall conversation context over MCP.
— ○ ⏳ — — — — — —
39580
khaleelclark
ResumeMCP Claim
Enables AI assistants to fetch a master resume, tailor it to a job description,…
— ○ ⏳ — — — — — —
39581
clauxel
Remote MCP for C2PA disclosure policy MCP, structured receipts, audit logs, and…
— ○ ⏳ — — — — — —
39582
jadenmong
Enables AI assistants to access comprehensive Chinese financial market data inc…
— ○ ⏳ — — — — — —
39583
openar-pt
@openar/mcp Claim
MCP server for Portuguese Parliament open data, enabling AI agents to access le…
— ○ ⏳ — — — — — —
39584
AdilShaikh1
Gives Claude a browser that thinks by connecting to Perplexity's Comet browser …
— ○ ⏳ — N/A N/A — — —
39585
nickzren
Enables AI assistants to query gene annotations, expression, pathways, variants…
— ○ ⏳ — — — — — —
39586
Belolipetsky
MCP server for the YooKassa payment API, enabling AI assistants to manage payme…
— ○ ⏳ — — — — — —
39587
idoco2003
vincikit Claim
AI stack configurator with conversational interviews and intelligent recommenda…
— ○ ⏳ — N/A N/A — 75 —
39588
pranrichh
Spectre Claim
Enables AI agents to fully automate X/Twitter interactions including searching,…
— ○ ⏳ — — — — — —
39589
hlebtkachenko
MCP server for managing domain registrations, DNS, WHOIS privacy, transfers, an…
— ○ ⏳ — — — — — —
39590
404F0X
colab-mcp Claim
Local-first MCP server for controlling Google Colab as a development, shell, fi…
— ○ ⏳ — N/A N/A — — —
39591
Ilya1991
Enables executing SQL queries, listing databases, and listing tables on a Click…
— ○ ⏳ — — — — — —
39592
abhiyoheswaran1
projscan Claim
Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcome…
— ○ ⏳ — N/A N/A — — —
39593
HikmetCTK
A powerful MCP server that helps you discover relevant repositories from your o…
— ○ ⏳ — N/A N/A — — —
39594
vredrick
Enables intelligent access to React Native Godot documentation, examples, API r…
— ○ ⏳ — — — — 81 —
39595
financegenius-ai
India's financial MCP — cards, loans, FDs, insurance, MFs; EMI/SIP/tax calcs; N…
— ○ ⏳ — — — — — —
39596
lily95h
Enables interaction with Azure AI Foundry services including model exploration …
— ○ ⏳ — — — — 81 —
39597
0xSoftBoi
suwappu Claim
Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
— ○ ⏳ — N/A N/A — 83 —
39598
arq0017
A backend server that interacts with the Instagram Graph API to fetch post enga…
— ○ ⏳ — — — — — —
39599
yzheeng
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
— ○ ⏳ — N/A N/A — — —
39600
ChangooLee
Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
— ○ ⏳ — — — — — —
Showing 39551–39600 of 69400 servers
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