MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36951
SulavKharel
A local MCP server that connects Claude to your YouTube channel, enabling video…
— ○ ⏳ — — — — — —
36952
tariqnasheed
Turns Claude Desktop into a Cursor-like assistant for code browsing, editing, s…
— ○ ⏳ — N/A N/A — — —
36953
CryptoServers
Provision KYC-free, crypto-paid Nordic VPS and dedicated servers from any AI ag…
— ○ ⏳ — — — — — —
36954
vkmtx
veil-mcp Claim
An agent-native shell as an MCP server, designed for LLM agents (like Claude Co…
— ○ ⏳ — N/A N/A — — —
36955
benseverndev-oss
devpilot Claim
Manages dev server lifecycles for AI coding agents, providing structured proces…
— ○ ⏳ — N/A N/A — — —
36956
ShyaM-SqS
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
— ○ ⏳ — N/A N/A — 95 —
36957
adtechnacity
MCP server for querying Google Analytics accounts, properties, reports, and rea…
— ○ ⏳ — — — — — —
36958
MichalisKampouridis
MCP server that analyzes legal documents, extracts key clauses, identifies risk…
— ○ ⏳ — — — — — —
36959
pipeworx-io
mcp-ai-feeds Claim
Provides access to curated AI news feeds and the ability to fetch and normalize…
— ○ ⏳ — — — — — —
36960
brigsd
mcp-ia-web Claim
MCP server that provides AI access to a local terminal, enabling command execut…
— ○ ⏳ — N/A N/A — — —
36961
th3w1zard1
KotorMCP Claim
MCP server for interacting with Knights of the Old Republic game installations,…
— ○ ⏳ — N/A N/A — — —
36962
Maroco0109
MCP server that aggregates department notices and provides structured answers t…
— ○ ⏳ — — — — — —
36963
echocharlie
Provides read-only access to Oura ring biometrics via the Oura API, enabling Cl…
— ○ ⏳ — — — — — —
36964
dceptev-byte
Scans prompts for PII and masks or redacts sensitive data locally before sendin…
— ○ ⏳ — N/A N/A — — —
36965
navgour1989
MCP Server Claim
Extends Claude with real-time weather data and product catalog management tools…
— ○ ⏳ — — — — — —
36966
solomonneas
reelgrep-mcp Claim
MCP server for reelgrep - browse and search your local video library from any M…
— ○ ⏳ — N/A N/A — — —
36967
elsahafy
Comprehensive MCP server for end-to-end UI development, offering tools to gener…
— ○ ⏳ — N/A N/A — — —
36968
IBM
A Model Context Protocol (MCP) server that provides AI assistants with seamless…
— ○ ⏳ — — — — — —
36969
Wulnut
lark-agent Claim
A dual-mode MCP server for integrating Feishu/Lark project management, enabling…
— ○ ⏳ — — — — — —
36970
branch42-labs
A production-ready NestJS backend template with built-in MCP server enabling AI…
— ○ ⏳ — — — — — —
36971
beeswaxpat
Verify a photo's capture time and provenance before an agent trusts it: cryptog…
— ○ ⏳ — — — — — —
36972
AiAgentKarl
MCP server for Open Food Facts, enabling food product lookup by barcode, search…
— ○ ⏳ — — — — — —
36973
b1krams
A local-first MCP server providing secure workspace file operations, offline fu…
— ○ ⏳ — N/A N/A — — —
36974
muditkalra
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
— ○ ⏳ — — — — — —
36975
karadHub
Enterprise-grade MCP server for Jenkins CI/CD integration that enables AI assis…
— ○ ⏳ — — — — — —
36976
echomodel
mcp-app Claim
Framework for building and running MCP servers as HTTP services. Define tools a…
— ○ ⏳ — — — — — —
36977
sqllocks-arch
Provides full execution and management capabilities for Microsoft Fabric Data E…
— ○ ⏳ — — — — 81 —
36978
giorod3
web2md Claim
Converts web pages to Markdown with tiered fetching to minimize LLM context usa…
— ○ ⏳ — N/A N/A — — —
36979
omaro7
A comprehensive MCP server for PowerPoint manipulation enabling users to create…
— ○ ⏳ — — — — — —
36980
andersschaffner
substack-mcp Claim
Enables searching, filtering, and exporting Substack blog posts via MCP tools, …
— ○ ⏳ — N/A N/A — — —
36981
mikhailkogan17
CyberMem Claim
Enables AI tools like Claude and Cursor to share persistent memory across sessi…
— ○ ⏳ — — — — — —
36982
mhue26
Enables reading Figma files via REST API and writing to the Figma canvas via a …
— ○ ⏳ — — — — — —
36983
spedas
spedas-mcp Claim
Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing …
— ○ ⏳ — N/A N/A — — —
36984
neondeex
Bridges Claude Code with the Godot editor via WebSocket, enabling AI-driven gam…
— ○ ⏳ — N/A N/A — — —
36985
aigile-era
A Model Context Protocol server for querying Turkish market prices, comparing p…
— ○ ⏳ — — — — — —
36986
revanthpp
Enables AI assistants to interact with a local folder of Markdown notes, suppor…
— ○ ⏳ — N/A N/A — — —
36987
xiaobenyang-com
ai-persona Claim
An MCP protocol server that supports multi-AI personality summoning and collabo…
— ○ ⏳ — N/A N/A — 95 —
36988
NVIDIA
NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and auton…
— ○ ⏳ — N/A N/A — — —
36989 — ○ ⏳ — N/A N/A — 95 —
36990
Code-MeMX
Injects the Code-Me brand identity, tone, and visual guidelines into LLMs with …
— ○ ⏳ — N/A N/A — — —
36991
ShikeChen01
Gives AI agents their own virtual display on Windows, enabling isolated clickin…
— ○ ⏳ — N/A N/A — — —
36992
tushariitr-19
patents-mcp Claim
MCP server for patent search and prior art discovery powered by Google Patents …
— ○ ⏳ — — — — — —
36993
Adarsh152004
A persistent document management and research assistant powered by Groq, enabli…
— ○ ⏳ — N/A N/A — — —
36994
Halpph
Enables LLMs to access and analyze Italian statistical data from ISTAT via natu…
— ○ ⏳ — — — — — —
36995
karthiks3000
Enables Claude AI to extract design information from Figma files and create or …
— ○ ⏳ — — — — — —
36996
LowOrbitLab
This MCP server exposes an anti-detect Firefox browser that passes bot-detectio…
— ○ ⏳ — N/A N/A — — —
36997
MADPANDA3D
Portal-safe Cloudflare MCP server that enables agents to make Cloudflare API re…
— ○ ⏳ — — — — — —
36998
carlosGalisteo
A Python MCP server that queries Spanish Cadastre services for non-protected ca…
— ○ ⏳ — — — — — —
36999
furkankoykiran
DevTo-MCP Claim
A production-ready MCP server for the DEV Community (Forem) API, enabling manag…
— ○ ⏳ — — — — — —
37000
rezawr
A clean, modular Model Context Protocol server implementation for LangGraph doc…
— ○ ⏳ — — — — — —
Showing 36951–37000 of 69419 servers
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