Model Context Protocol servers that extend AI capabilities
mrgulshanyadav
https://github.com/mrgulshanyadav/MisarMail
AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, and Google AI.
13 security recon tools for AI agents — DNS, SSL, HTTP, email, ports, ASN. Health Score 0-100.
SERP-based content scoring and optimization with 7 SEO categories.
Self-hosted MCP server and tactical web app for real-time air, sea, and space tracking with AI-powered queries and an immersive 3D globe.
...moreEnterprise AI governance: spend, guardrails, policy, budgets, compliance, and provider health.
Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
Kara Lynn
Air-gapped MCP document converter — Markdown/PDF to branded DOCX with audit logging
RocketRide MCP stdio server that streams local files to RocketRide EaaS
AI-powered diagnostic for Playwright test failures — ~600 lines replace 23K lines of MCP
MCP server for GroundTruther — hire humans to complete real-world missions from your AI agent
MCP server for AmoCRM — gives Claude Desktop direct access to your CRM
AttestMCP Contributors
Continuous compliance evidence for AI agent memory. A transparent MCP proxy that generates tamper-evident audit trails.
EthanSK
https://github.com/EthanSK/hue-vibes-mcp
Harshil
MCP server for comprehensive GitHub repository analysis using Gemini AI
Cognitive infrastructure for AI agents — awareness daemon, frame-based tool filtering, signal protocol, session handoff, and MCP server
...moreGeolocation tools (reverse geocoding, ip lookup, etc) using Jeleo Geolocation API
Production-grade MCP server for the ActiveCampaign API — 30+ tools for contacts, deals, automations, tags, pipelines, campaigns, and more.
...moreWorkOS Contributors
MCP server for Jira project management — create issues, search with JQL, manage workflows, and track sprints.
WorkOS Contributors
MCP server for GitHub operations — manage repos, issues, pull requests, commits, gists, and more.
sreengineer
MCP server for TLS certificate analysis via the Model Context Protocol
Aurel Bartmann
JWE authentication middleware for MCP/Starlette applications
Agentic pipeline orchestration MCP server — manage pipeline state, modes, and supervision gates for AI-driven software development workflows.
...moreTest impact analysis and code intelligence for LLM agents