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Published Tools
39 MCP Servers31 Skills23 Agentsacross 6 categoriesagent-trust-sdk
jdelatorre312
TypeScript SDK for AI agent security - threat detection, content scanning, and trust verification
ai-prishtina-agentic-rag
Alban Maxhuni, PhD
A comprehensive, professional-grade agentic Retrieval-Augmented Generation (RAG) library
llm-safecall
Your Name
A safety+observability layer for LLM calls: policy guardrails, secret scanning, sanitization, schema validation, retries, budgets, and logs.
...moreagent-corex
Fast, accurate MCP tool retrieval engine for LLMs with semantic search
agent-memory-state
Agent Memory Contributors
Long-term memory management for AI agents
mcp-ai-agent-sdk
AI Agent Team <[email protected]>
AI Agent Python SDK - 让任何后台系统快速接入 AI Agent 能力
ai-mesh-sdk
Mesh AI Team <[email protected]>
Professional Python SDK for Mesh AI Platform
chart-genius-mcp
ChartGenius Team <[email protected]>
The Ultimate Chart Generation MCP Server - Built for Performance, Powered by AI
data-go-mcp.presidential-speeches
Data.go.kr MCP Servers Contributors
MCP server for Access Korean presidential speech records from the Presidential Archives
django-flex
Nehemiah Jacob
A flexible query language for Django - enable frontends to dynamically construct database queries
docforge-gen
Automatically generate documentation for any GitHub repository using LLMs
genai-auditor
GenAI Compliance Auditor Contributors
LangChain-integrated compliance audit handler for GenAI (EU AI Act etc.). Captures prompts, outputs, and model usage with provenance hashing.
...morehallucimap
hallucimap contributors
Cartograph hallucination risk across an LLM's knowledge space
jyu-mcp-server
急语箱项目
急语箱MCP服务器 - 场景识别服务（准确率95%+）
langchain-aisearchapi
AI Search API Team
LangChain integration for AI Search API (LLM, Chat, tools, and chains).
langchain-deepai
AIMLStudent
LangChain integration for DeepAI API with chat, images, and speech capabilities
llm-datagen
llm-datagen Team
极简高性能流式数据加工库
mcp-swagger-ui
mcp-swagger-ui contributors
Swagger-like docs UI for FastMCP tools, prompts, and resources.
process-gpt-agent-sdk
Supabase 기반 이벤트/작업 폴링으로 A2A AgentExecutor를 실행하는 SDK
saroku
Behavioral regression testing for LLMs
sentence-embedder
Lightweight Python library for sentence/semantic embeddings — SentenceTransformers & OpenAI in one unified API.
tokentaxi
tokentaxi contributors
Adaptive rate-limit-aware LLM routing. Bring your own clients.
agentloop-framework
agentloop contributors
A minimal, reusable Python framework for building LLM agents with tools and an observe-act loop.
ai-navigator
liyinghao <[email protected]>
Simplified LLM API calls and prompt construction for GPT, Claude, Gemini and more
aihotradar-mcp
AI Hot Radar MCP Server — 让 Claude/Cursor 实时获取 AI 行业热点新闻，无需启动项目后端
apex-rag
ApexRAG Contributors
A production-grade, local-first Agentic RAG library using structural document navigation.
aurelius-mcp
Aurelius
Aurelius — a fact-checked research MCP server. Bring rigorous, web-verified academic drafting to Claude, ChatGPT, Gemini and any MCP-capable app.
...morebastion-k8s-mcp
wangkanga
Generic MCP server: bastion SSH → kubectl exec / remote SSH for K8s container operations
mcp-base
MCP Base Contributors
CLI tools for MCP (Model Context Protocol) server setup and management with OIDC support (Auth0, Dex, Keycloak)
perfectrag
perfectRAG
Dynamic RAG framework scaffolder — wizard-driven, hardware-aware, docker-ready
pygent-ai
pygent-ai
A Python framework for building LLM-powered agents with modular state, tools, and MCP support.
ragfish
ragfish
Core RAG primitives: Chat orchestrator, provider interfaces, and Settings registry
snowsyncmd-mcp
MCP server for the SnowSyncMD Snowflake Native App — exposes schema docs as Claude tools
spacetrack-mcp
spacetrack-mcp contributors
MCP server for Space-Track.org satellite catalog and orbital data
apexguard
Runtime security middleware for LLM agents — prompt injection, tool misuse, and memory poisoning defense
alpha-id-zix
你的数字灵魂 — 用 ChatGPT 导出认识自己，让所有 AI 工具认识同一个你
annual-series-forecast-mcp
年度时间序列预测 MCP - 基于 ARIMA / 指数平滑的同比增速与水平值联合预测
argus-scan
Argus — open-source security scanner with many eyes. SAST, DAST, SCA, Secrets, IaC, Terraform, Ansible via CLI and MCP.
autoai-optimize
AutoAI-Optimize Contributors
One-line Python middleware that auto-injects Schema.org / JSON-LD into your web pages for better SEO, voice search, and AI-agent discovery.
...morecf-agent
CF Agent Maintainers
AI agent for Adobe AEM Content Fragments
codekb-mcp
CodeKB Search MCP Server — AI Agent 代码知识库检索服务
context-lint
context-lint contributors
ESLint for your LLM prompts — catch context bugs before they silently kill your output quality.
copyfail-guard
copyfail-guard contributors
Detect and mitigate CVE-2026-31431 (Copy Fail) on Linux systems.
deepcompress
Enterprise document compression for lower-cost LLM and RAG pipelines
embers-serve
Gabriel Bram
Fast model cold-start + scale-to-zero serving for vLLM — restore a model in seconds instead of cold-loading in minutes.
enterprise-data-agent
MCP server that connects Claude/AI agents to Azure Synapse SQL data warehouses
gvhmr-mcp
GVHMR Team
GVHMR MCP Server - motion capture tool for AI agents
helix-framework
Dhruv Choudhary
Production-grade AI agent framework — cost governance, memory, caching, multi-agent teams, and built-in eval
his-service-registry
MCP server that shares microservice API contracts between AI coding assistants
infini-think
InfiniThink Team
A local-first desktop AI agent powered by Ollama LLM
instana-proxy-wrapper
DB2 DBA Team
Proxy wrapper for official mcp-instana server that fixes WatsonX JSON stringification bug
instana-watsonx-wrapper
DB2 DBA Team
WatsonX-compatible wrapper for Instana MCP server with comprehensive read tools
ko-llm-eval
ko-llm-eval contributors
Korean LLM evaluation orchestration layer with multi-judge scoring.
komainu-mcp
KomAInu
MCP stdio adapter for KomAInu: exposes tools via your hosted KomAInu API.
langchain-age
LangChain integration for Apache AGE (graph) + pgvector (vector) on PostgreSQL
langtask1
LangTask Contributors
LLM-powered parallel multi-task execution via DAG-based planning — bring your own LLM.
lightagent-agents
LightAgent AI Agent Framework — LangGraph multi-agent orchestration, security, RAG, MCP, and observability
linux-harness-mcp
Linux Harness Team
MCP server providing a Linux harness (shell, python, file management) over Streamable HTTP for agents without a Linux runtime of their own
...moreln2md
ln2md maintainers
CLI to convert developer resumes into AI-agent-readable knowledge profiles.
mcpy-core
McPy-Core Contributors
Professional async-first Minecraft Java Edition protocol framework (1.20.2 – 1.21.11)
mixmail
A natural-language CLI agent for Gmail, powered by any OpenAI-compatible LLM (local or hosted).
mlatelier
MLatelier Contributors
Zero-code ML prototyping dashboard: tabular, vision, NLP, Bayesian optimisation, XAI, and Gemini AI assistant.
modern-asr
Modern ASR Contributors
A unified, extensible, and modern Python toolkit for LLM-based Automatic Speech Recognition (ASR).
mutual-review-mcp
mutual-review-mcp contributors
MCP server that runs mutual code review using Claude and GPT-4o, then synthesizes the findings.
nexusforge-ai
NexusForge Contributors
AI multi-agent framework — five agents that read your codebase, write real code files, and run your test suite
omnidoc-rag
RAG pipeline for omnidoc-sdk — intent-aware chunking, evaluation, streaming, graph linking, and vector DB integrations
orbitzoo
Orbital-dynamics simulation and multi-agent reinforcement learning environment (PettingZoo ParallelEnv) powered by Orekit.
...morepip-audit-html
pip-audit-html contributors
Convert pip-audit JSON reports into readable HTML reports
pm-agent-jira
AI-powered Project Management Agent — Jira dashboard + Claude Desktop MCP integration
praxia
GenArch, Praxia Contributors
Specialized multi-agent orchestrator with cyclic personal/organizational memory and skills
@principal-ai/principal-mcp
fernando-ram-lugo
Standalone MCP server bundle for PrincipleMD - run with npx or bunx
prmcp
prmcp contributors
Watch any Python SDK, auto-synthesize FastMCP tools for new resources, validate via LLM, and open a PR on the target MCP repo.
...moreprocess-gpt-agent-utils
ProcessGPT Agent Utilities - 도구 로더, 지식 관리, 이벤트 로깅, 데이터베이스 유틸리티
py-code-agent
Py Code Agent Team
Py Code Agent - AI Coding Assistant with LiteLLM
py-cpp-pair
py_cpp_pair contributors
Write C++ inside Python strings, auto-generate pybind11 bindings, compile cross-platform, and inject symbols at runtime.
qa-stlc-agents
Three MCP agents covering the full QA Software Test Life Cycle — test cases, Gherkin BDD, and self-healing Playwright code. Browser interaction at generation time via Playwright MCP. Silent MSAL OAuth against Azure DevOps.
...morerapidagent
RapidAgent <[email protected]>
Plug-and-play agentic framework with multi-backend, guardrails, and Azure AD support
routeprofile
Heterogeneous graph-based LLM profiles for routing — design space exploration
scrm-mcp-xyt
MCP Server for SCRM (xyt) Integration
search-excel-mcp
Local MCP server for querying Excel files (heavy merged cells, multi-language text) via DuckDB and substring search. No LLM/embedding required.
...moreseren-llm
Seren Authors
Seren: A Self-Refining Decoder-Only LLM with GQA, RoPE, Flash Attention, and a novel two-pass self-refinement mechanism.
servicenow-mcp-toolkit
Smart MCP server for ServiceNow with auto table resolution and multi-instance support
aks-shannon-entropy
Semantic Uncertainty Authors
Compute shannon entropy from LLM responses to detect hallucinations
abundant-sdk
Meji Abidoye <[email protected]>
Python SDK for the Abundant Environment API - simulation environments for RL agent training
aiskillstore
Python SDK for the Universal Skill Kit (USK) Skill Store API
sleepshield
SleepShield Research
Runtime defense against temporal backdoors in tool-using agentic LLMs
spect8-mcp
harseerat
Spect8 local MCP server: captures tool events + token usage from Cursor and Claude Code, posts HMAC-signed batches to the Spect8 ingest API.
...moretare-sdk
Tare
LLM cost attribution proxy SDK — drop-in OpenAI client with feature tagging
umu-skills
umu-skills contributors
An unofficial, third-party AI Skill framework for UMU Learning Platform operations via MCP
vectordb-langchain
LangChain VectorStore integration for VectorDB
vllm-marconi-offload
vllm-marconi-offload contributors
Two-tier (RAM + SSD) KV cache offload connector for vLLM with Marconi-style reuse-aware eviction.
vundify-poison-mcp-server
happyli
A minimal MCP server demo with a single hello tool.
wk-ocr-mcp
MCP server for OCR text recognition service (RapidOCR + OpenVINO)