MCP Server Quality Scores

Independent quality analysis of 68328 public MCP servers

68328
Discovered
→
33208
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67851
Hushlor
A Model Context Protocol server for use with Tauri v2 applications
— ○ ⏳ — N/A N/A — — —
67852
Kerberos255
Enables ChatGPT to inspect and edit local projects through a secure MCP interfa…
— ○ ⏳ — N/A N/A — — —
67853
clawdbotworker
coinopai-mcp Claim
Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropay…
— ○ ⏳ — N/A N/A — — —
67854
hoducha
A Model Context Protocol (MCP) server that exposes Kanboard API functionality t…
— ○ ⏳ — — — — — —
67855
autolearnai
An MCP server that enables AI agents to dynamically create and reuse executable…
— ○ ⏳ — N/A N/A — — —
67856
KyoraIQ
Enables AI assistants to search and retrieve security, privacy, and AI-governan…
— ○ ⏳ — — — — — —
67857
clauxel
A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and …
— ○ ⏳ — — — — — —
67858
shahdadk
mcp Claim
E-signatures for agents: mint a sandbox key, send PDFs, track status, download …
— ○ ⏳ — — — — — —
67859
maheshmishra271090-design
Unified MCP server for Android mobile development — combines project knowledge,…
— ○ ⏳ — N/A N/A — — —
67860
kongyo2
This is an MCP (Model Context Protocol) server for the EVE Online ESI API that …
— ○ ⏳ — — — — 81 —
67861
lukew0824
MacroMCP Claim
Remote MCP server for natural-language calorie/macro and weight tracking, desig…
— ○ ⏳ — — — — — —
67862
EDMMY
A read-only MCP server that lets a Claude chat explore your local repository an…
— ○ ⏳ — — — — — —
67863
Fozikio
Persistent memory for AI agents with semantic memory, belief tracking, and drea…
— ○ ⏳ — — — — — —
67864
JohnBreault
Analyzes music and generates xLights light show sequences, compatible with any …
— ○ ⏳ — N/A N/A — — —
67865
GoalSeekLabo
Integrates OpenAI Codex CLI with Claude Code via MCP, enabling code execution, …
— ○ ⏳ — N/A N/A — — —
67866
kk-src
A Model Context Protocol (MCP) Server that allows AI models to securely interac…
— ○ ⏳ — — — — — —
67867
dougdaley
Provides double-entry accounting ledger creation, transaction recording, and fi…
— ○ ⏳ — N/A N/A — 95 —
67868
DaisukeHori
Enables AI-powered image generation and editing using Gemini and Imagen models,…
— ○ ⏳ — N/A N/A — — —
67869
mahir-mahir890
web-to-ai Claim
Web to AI is an MCP server that exposes a personal library of captured web UI t…
— ○ ⏳ — N/A N/A — — —
67870
eugenelabonarsky
Votura Tours Claim
AI-powered audio tours by city: walking, cycling & driving. Search tours, stops…
— ○ ⏳ — — — — — —
67871
doug-harrison
A FastMCP server packaged for easy installation into Dataiku code environments,…
— ○ ⏳ — — — — — —
67872
elemenopyunome
An MCP server that gives AI agents broad control over Unreal Engine 5.7, enabli…
— ○ ⏳ — N/A N/A — — —
67873
OzTamir
MCPlexer Claim
A tiny MCP proxy for running multiple labeled instances of the same MCP server …
— ○ ⏳ — N/A N/A — — —
67874
outlast85
the-teacher Claim
Enables structured learning with a verified loop: define goals as observable cl…
— ○ ⏳ — N/A N/A — — —
67875 — ○ ⏳ — N/A N/A — 95 —
67876
u9401066
Enables AI agents to precisely retrieve and analyze PDF assets (tables, figures…
— ○ ⏳ — N/A N/A — — —
67877
millsydotdev
Code-MCP Claim
Turns AI assistants into full-stack software engineers with 36 tools for cognit…
— ○ ⏳ — — — — 81 —
67878
Keith-hoka
rag-mcp Claim
Exposes retrieval capabilities of two RAG systems as authenticated MCP tools, a…
— ○ ⏳ — — — — — —
67879
toolhouseai
Enables MCP clients to access Toolhouse's extensive library of tools, allowing …
— ○ ⏳ — — — — — —
67880
ackm04
Provides AI assistants with comprehensive, precise BigCommerce developer docume…
— ○ ⏳ — — — — — —
67881
martparve
selver-mcp Claim
Enables Claude to search products, build a shopping cart on Selver.ee, and open…
— ○ ⏳ — N/A N/A — — —
67882
german-borisevich
Enables LLM agents to interact with Apache Zeppelin notebooks via the Zeppelin …
— ○ ⏳ — — — — — —
67883
matematicsolutions
mcp-krs Claim
MCP server for the Polish company register (KRS) via the official Ministry of J…
— ○ ⏳ — — — — — —
67884
fredriksknese
mcp-centreon Claim
MCP server for Centreon IT monitoring that enables querying host/service status…
— ○ ⏳ — — — — — —
67885
benoitvx
DVF Paris Claim
An MCP app that displays interactive Paris real estate price statistics per arr…
— ○ ⏳ — — — — — —
67886
lolitaluxe
Monetizable AI agent tools - document parsing, text analysis, code generation, …
— ○ ⏳ — — — — — —
67887
jaenster
Enables AI systems to store and search resources with fuzzy search, regex, and …
— ○ ⏳ — N/A N/A — — —
67888
NearIQ
Connects NearIQ competitive intelligence to AI tools like Claude Desktop, Claud…
— ○ ⏳ — — — — — —
67889
kremdigital
Exposes Team Vault's REST API as MCP tools for AI agents, enabling programmatic…
— ○ ⏳ — — — — — —
67890
chenchihcu
DevSpace Claim
A self-hosted MCP server that gives ChatGPT a secure connection to your local m…
— ○ ⏳ — N/A N/A — — —
67891
Edomiyas888
Stateless HTTP MCP server enabling QuickBooks integration through CLI commands,…
— ○ ⏳ — — — — — —
67892
pfarag
Enables interaction with the Mixpost social media management API through natura…
— ○ ⏳ — — — — — —
67893
waifuai
A personality analysis server that creates persons with traits, adds descriptio…
— ○ ⏳ — N/A N/A — — —
67894 — ○ ⏳ — N/A N/A — 95 —
67895
AgentBridge-Lab
AI agents can search and match Korean space, aerospace, and defense R\&D suppor…
— ○ ⏳ — — — — — —
67896
NickoScope
Reads .knxproj files, analyzes group addresses/DPTs/topology, generates Home As…
— ○ ⏳ — N/A N/A — — —
67897
pofky
asc-mcp Claim
An opinionated MCP server for App Store Connect that provides 13 curated tools,…
— ○ ⏳ — — — — — —
67898
universal-mcp
Provides a standardized interface for interacting with Perplexity's tools and s…
— ○ ⏳ — — — — — —
67899
domdanao
Enables AI agents to access Magpie Payment Platform APIs for processing payment…
— ○ ⏳ — N/A N/A — — —
67900
isaganiesteron
Enables AI agents to manage multiple HighLevel CRM sub-accounts through a singl…
— ○ ⏳ — — — — — —
Showing 67851–67900 of 68328 servers