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appium-mcp

GitHub Actions

Intelligent MCP server providing AI assistants with powerful tools and resources for Appium mobile automation

MCP Serveruncategorised
2484 dirs

mcp-india-stack

mcp-india-stack maintainers

MCP server exposing Indian financial and government APIs — GSTIN, IFSC, PAN, UPI, pincode, HSN/SAC — for AI agents. Zero auth. Offline-first.

...more
MCP Serveruncategorised
154 dirs

litellm

BerriAI

Library to easily interface with LLM API providers

SkillLarge Language Models (LLMs
39K4 dirs

mcp-swarm

abdr

Universal AI agent coordination platform with 35 smart tools, encrypted Vault, embedding cascade (Ollama/OpenAI/builtin), 6 vector backends, agent profiles, scheduled tasks, plugin system, and GitHub sync

...more
MCP ServerLLM Tool
44 dirs

gitmem-mcp

gitmem

Persistent learning memory for AI coding agents. Memory that compounds.

MCP Serveruncategorised
14 dirs

Crawl4AI

Unclecode

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & scraper

SkillLarge Language Models (LLMs
62K4 dirs

Aktools

aahl

📈 提供股票、加密货币的数据查询和分析功能MCP服务器

MCP Serveruncategorised
3724 dirs

unity-mcp-server

rachitkumarrastogi

Lightweight MCP server for any Unity project - project info, build scenes, agent docs (no Unity Editor required)

MCP Serveruncategorised
4 dirs

langchain

Erick Friis <[email protected]>

Building applications with LLMs through composability

AgentDeveloper tools
130K4 dirs

txtai

NeuML

All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows

AgentEmbeddings and Semantic Search
12K4 dirs

llm-trust-guard

nandakishoreleburu89

Comprehensive security guards for LLM-powered and agentic AI applications - 18+ protection layers covering OWASP Top 10 for LLMs 2025, Agentic Applications 2026, and MCP Security. Features prompt injection (PAP/persuasion), multi-modal attacks, RAG poison

...more
MCP ServerLLM Tool
4 dirs

mcpsec

robdtaylor

Security scanner for MCP (Model Context Protocol) servers - detects tool poisoning, credential exposure, prompt injection, and SSRF

...more
MCP Serveruncategorised
214 dirs

io.github.MervinPraison/praisonai

Mervin Praison

AI Agents Framework with Self Reflection and MCP support

MCP Serveruncategorised
5.7K4 dirs

Langroid

langroid

Harness LLMs with Multi-Agent Programming

Agentai
4K4 dirs

Jcodemunch Mcp

jgravelle

Token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing

MCP Serveruncategorised
1.5K4 dirs

dicom-hl7-mcp

NyxTools · LEW Enterprises LLC

DICOM/HL7 Developer AI Assistant — MCP server for healthcare integration engineers

MCP Serveruncategorised
4 dirs

agent-droid-bridge

Neverlow512

MCP server giving AI agents eyes and hands inside Android devices via ADB

MCP Serveruncategorised
4 dirs

cloud-audit

Mariusz Gebala <[email protected]>

Open-source AWS security scanner. 45 checks, each with a ready-to-use fix.

MCP Serveruncategorised
144 dirs

io.github.eidetic-works/nucleus

Nucleus Team <[email protected]>

Sovereign agent control plane with task ledger, hypervisor security, and long-term memory.

MCP Serveruncategorised
14 dirs

Agent Governance Toolkit

microsoft

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

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Agentsecurity
9024 dirs