MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48301
KaranNMakim
Enables Revenue Growth Management analysis for the Alco-Bev industry using NIQ …
N/A N/A
48302
ToremLabs
heuresis Claim
Read & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your…
N/A N/A
48303
twomasc
TaskPile Claim
Pile in. Sort out. Taskpile is an AI-first productivity task manager that lives…
48304
samitugal
Connects Claude to your Strava account so you can query your activities, stats,…
48305
blacksmithers
VaultForge Claim
An MCP server for Obsidian that enables canvas creation with auto-layout, BM25-…
N/A N/A
48306
infoway-api
Gives AI assistants access to real-time financial data including stock prices, …
48307
HosakaKeigo
x-mcp-server Claim
An MCP server that enables posting tweets, reading timelines, searching posts, …
N/A N/A
48308
abhiyoheswaran1
TokenTrace Claim
Local-first AI CLI usage analytics for agents.
N/A N/A
48309
bugparty
Enables AI clients to manage resumes, match job descriptions, and generate tail…
48310
IDragos94
codemesh Claim
Intelligent server management MCP server that enables agents to write TypeScrip…
N/A N/A
48311
dai-zw
Enables AI assistants to read, modify, and create Word (.docx) and Excel (.xlsx…
N/A N/A
48312
AaryaBhusal
ctfd-mcp Claim
Enables users to list CTFd challenges, read details, start/stop dynamic Docker …
48313
IamRamgarhia
memorybridge Claim
Cross-tool AI memory MCP server for Claude Code, Cursor, Antigravity, Windsurf,…
N/A N/A
48314
siimleetberg
A MySQL MCP server providing tools to query and explore MySQL databases via std…
48315
benpalmer1
An MCP server that exposes the full Gorgias helpdesk API to AI assistants, enab…
48316
0xAkuti
Multi-AI Consensus Tool: Query multiple AI models in parallel, synthesize respo…
48317
neoai-agent
rds-mcp Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
48318
kendrickjr
Enables AI-powered procurement policy compliance, document generation, supplier…
48319
onori
Enables retrieval of historical stock data from Yahoo Finance through a simple …
48320
madlinux768
Provides a private, managed instance of the official GitHub MCP server hosted o…
81
48321
Deep-Intelligent-Pharma
A server that provides translation capabilities using TranslationX API, enablin…
N/A N/A
48322
madebydia
pokeclaw Claim
Enables MCP clients to spawn and control Codex CLI and Claude Code sessions on …
48323
shawnj
Enables AI assistants to query and analyze AWS costs and usage via the Cost Exp…
48324
nexus-substrate
nexus-agents Claim
nexus-agents makes your AI coding tools work together intelligently. It coordin…
48325
snyangwei2
Fetches and filters GitHub trending repositories by keywords, language, and tim…
48326
openit-mykim
Enables searching, summarizing, and recommending government and public institut…
48327
VovaVindar
telegram-mcp Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
N/A N/A
48328
nostrband
ServiceGraph Claim
AI Agent skills to access structured datasets for startup founders
N/A N/A
48329
tech4lifeatepisode
Enables AI assistants to check tour availability, book tours via HubSpot Schedu…
48330
jojo-labs
smart-web Claim
Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.
N/A N/A 95
48331
SheinbergStudio-Dev
Enables AI assistants to control Adobe After Effects through a standardized MCP…
N/A N/A
48332
spryzen-devs
Enables Claude to search and retrieve LeetCode problems, user profiles, and sta…
48333
dan-0526
Aggregates GitHub, GitLab, and Figma development tools via MCP, enabling file a…
N/A N/A
48334
jsyapps
Provides tools to read, write, append, and create Google Sheets via MCP, using …
N/A N/A
48335
laraib-sidd
Enables AI assistants to interact with Databricks workspaces, running SQL queri…
N/A N/A
48336
owieschon
MCP server for verifying B2B contact records via email syntax and DNS/MX checks…
48337
cobibean
A self-hosted registry and MCP server for reusable AI-agent skills that enables…
N/A N/A
48338
akurinnoy
Syncs and manages configurations for dev tools like Claude Code and Gemini CLI …
48339
VJagiasi
Enables AI assistants to access real-time Transport for London data, including …
48340
alainrc2005
Persistent semantic memory MCP server for AI agents with hybrid search, LLM sco…
N/A N/A
48341
channel3-ai
Let your agent discovery any product on the internet. Earn commissions when you…
N/A N/A 95
48342
andhit-r
wikijs-mcp Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
48343
vijaypranesh
Autonomous AI agent for Kubernetes triage and infrastructure management using n…
N/A N/A
48344
vinit-devops
Enables interaction with Sumo Logic's REST APIs through MCP, allowing log searc…
N/A N/A
48345
ysthink
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
N/A N/A
48346
manassankhla
A minimal Next.js application demonstrating how to build an OpenAI Apps SDK com…
48347
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
81
48348
xiispace
zhipu-mcp Claim
Enables web search for large language models using Zhipu AI's Web Search API, s…
48349
karavaev-evgeniy
Model Context Protocol (MCP) server for Node-RED — allows language models (like…
48350
kuklaph
Enables LLMs to interact with Cascade CMS via REST API, supporting asset CRUD, …
Showing 48301–48350 of 67226 servers
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