MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54201
soulyamo
screen-mcp Claim
Captures screen, detects text regions, and runs OCR to return a compact JSON wi…
— ○ ⏳ — N/A N/A — — —
54202
marcobazzani
Chromanche Claim
Lets any MCP-capable coding agent drive your real, logged-in Chrome through a l…
— ○ ⏳ — N/A N/A — — —
54203
Mavengence
einvoice-mcp Claim
MCP server for German e-invoice compliance (XRechnung 3.0 & ZUGFeRD 2.x) enabli…
— ○ ⏳ — — — — — —
54204
Chillwind132
Remote Linux operations via SSH, exposed as an MCP server, with tools for files…
— ○ ⏳ — — — — — —
54205
ranjanvipul88
A security-hardened MCP server that wraps the eToro public API, enabling AI ass…
— ○ ⏳ — — — — — —
54206
FullStackCraft
youtube-mcp Claim
A local-first MCP server for inspecting and managing a creator-owned YouTube ch…
— ○ ⏳ — N/A N/A — — —
54207
jpan8866
mcp-weather Claim
Provides real-time weather alerts and forecasts from the National Weather Servi…
— ○ ⏳ — — — — — —
54208
dongnh
Enables control of Matter smart-home devices via REST and MCP APIs, supporting …
— ○ ⏳ — N/A N/A — — —
54209
abhinayychaudharyy
Manages personal expenses through natural language with tools for adding, updat…
— ○ ⏳ — — — — — —
54210
IBM
Enables AI assistants to interact seamlessly with IBM watsonx.data lakehouses u…
— ○ ⏳ — — — — — —
54211
Focus-GTS
aep Claim
Full-CRUD Adobe Experience Platform server: 48 tools for schemas, ingestion, pr…
— ○ ⏳ — N/A N/A — — —
54212
swapnildagade1213
A Python template for building MCP servers with Streamable HTTP transport, prov…
— ○ ⏳ — — — — — —
54213
xiaobenyang-com
Streamline development by automating code generation and fixes, file operations…
— ○ ⏳ — N/A N/A — 95 —
54214
harutomo51
kokkai-mcp Claim
Enables search, retrieval, and summarization of Japanese National Diet meeting …
— ○ ⏳ — N/A N/A — — —
54215
tim0120
Search and reference your Claude Code conversation history directly from Claude…
— ○ ⏳ — N/A N/A — — —
54216
MSR806
MCP server for agent-maintained memories, allowing creation, reading, updating,…
— ○ ⏳ — N/A N/A — — —
54217
krishsharma1008
Healix Claim
End-to-end AI test generation and QA automation server that orchestrates auto-d…
— ○ ⏳ — N/A N/A — — —
54218
sanshao85
Enables AI agents to play Gomoku (五子棋) against each other through MCP tools, in…
— ○ ⏳ — N/A N/A — — —
54219
ctoicqtao
Generates high-quality 8-second videos with native audio from text prompts or i…
— ○ ⏳ — — — — — —
54220
HamzaFayaz
MCP server that exposes a real WhatsApp account to Cursor through safe, approva…
— ○ ⏳ — N/A N/A — — —
54221
rikachu225
An MCP server implementation that enables searching and retrieving research art…
— ○ ⏳ — — — — 81 —
54222
sikienzl
Self-hosted MCP server using Ollama for local AI-powered code analysis, refacto…
— ○ ⏳ — N/A N/A — — —
54223
brunosrz
vectora Claim
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Cla…
— ○ ⏳ — N/A N/A — — —
54224
fortisil
Gateco Claim
Permission-aware retrieval for AI systems: policy-enforced access to organizati…
— ○ ⏳ — N/A N/A — — —
54225
bookknhp
Enables AI to view and manage e-commerce data such as products, orders, and cou…
— ○ ⏳ — N/A N/A — — —
54226
rrvdiegor-sketch
Bridges Motion's API with LLMs via the Model Context Protocol, so you can manag…
— ○ ⏳ — — — — — —
54227
klogins-hash
Enables comprehensive Mattermost administration and operations, including manag…
— ○ ⏳ — — — — — —
54228
fltln-io
Faultline Claim
Check infrastructure health, manage incidents, and run runbooks in Faultline.
— ○ ⏳ — — — — — —
54229
bit-of-a-shambles
A Model Context Protocol (MCP) server for Microsoft Advertising (Bing Ads / Duc…
— ○ ⏳ — — — — — —
54230
xs-mahbub
Connect any MCP-compatible AI assistant to your WordPress site running the WPCa…
— ○ ⏳ — — — — — —
54231
Sebzo-work
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
— ○ ⏳ — — — — — —
54232
crispiboi
Read-only MCP server that lets Claude query your Aurora 4x campaign database fo…
— ○ ⏳ — N/A N/A — — —
54233
ferrants
A starting template for building a Streamable HTTP MCP server using TypeScript,…
— ○ ⏳ — — — — — —
54234
Arodoid
UnityMCP Claim
Integrate AI assistants seamlessly into your Unity projects. Monitor editor sta…
— ○ ⏳ — N/A N/A — 95 —
54235
seeker71
Enables AI agents to interact with the Coherence Network platform, allowing the…
— ○ ⏳ — — — — — —
54236
thicapistrano
Enables fetching Pull Request diffs from GitHub and posting inline review comme…
— ○ ⏳ — — — — — —
54237
Vangardo
MCP Hub Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
— ○ ⏳ — — — — — —
54238
jerrydjin
icloud-mcp Claim
An MCP server that bridges Claude Desktop to iCloud Mail, Calendar, Reminders, …
— ○ ⏳ — — — — — —
54239
Tova501
dev-env-mcp Claim
A local MCP server that provides a safe, structured way to manage Python enviro…
— ○ ⏳ — N/A N/A — — —
54240
CSOAI-ORG
Tiny zero-dependency verifier for MEOK AI Labs compliance attestations (DORA, N…
— ○ ⏳ — N/A N/A — 95 —
54241
Lyosis
Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control ov…
— ○ ⏳ — N/A N/A — — —
54242
crunchtools
Secure MCP server for quarantined web content extraction with two-layer prompt …
— ○ ⏳ — N/A N/A — — —
54243
Nik0lay1
Gives AI coding assistants persistent project memory and semantic code search, …
— ○ ⏳ — N/A N/A — — —
54244
ObadiahF
MCP server that provides access to Grand Canyon University's Halo LMS, enabling…
— ○ ⏳ — — — — — —
54245
notaprompt
reframed-mcp Claim
Tailors a resume to a job description by providing two voice-preserving version…
— ○ ⏳ — — — — — —
54246
hiddenpath
spiderswitch Claim
MCP server that enables agents to dynamically switch between multiple AI models…
— ○ ⏳ — — — — — —
54247
lprdgds
Screens DIBBS RFQs for micro-purchase viability using deterministic logic witho…
— ○ ⏳ — — — — — —
54248
12211725-star
A real security scanning MCP server for medical information systems, supporting…
— ○ ⏳ — — — — — —
54249
CSOAI-ORG
jwt-ai-mcp Claim
jwt-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
54250
bildow
kodiak Claim
Verifiable fact-checking: verdict, confidence, sources, and a tamper-evident ce…
— ○ ⏳ — N/A N/A — — —
Showing 54201–54250 of 69153 servers