TuanKiri/weather-mcp-server
A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data. What makes it popular:
Language: Go
#go #golang #mcp #mcp_server #sse #stdio
Stars: 180 Issues: 0 Forks: 10
https://github.com/TuanKiri/weather-mcp-server

iFurySt/RedNote-MCP
🚀MCP server for accessing RedNote(XiaoHongShu, xhs).
Language: TypeScript
#ai #mcp #mcp_server #rednote #rednote_mcp #xhs #xhs_mcp
Stars: 233 Issues: 3 Forks: 28
https://github.com/iFurySt/RedNote-MCP

razorpay/razorpay-mcp-server
Razorpay's Official MCP Server
Language: Go
#mcp #mcp_server #razorpay
Stars: 141 Issues: 1 Forks: 15
https://github.com/razorpay/razorpay-mcp-server

svnscha/mcp-windbg
Model Context Protocol for WinDBG
Language: Python
#copilot #copilot_chat #crash_dump #crash_reports #mcp #mcp_server #windbg #windbg_extension
Stars: 139 Issues: 0 Forks: 12
https://github.com/svnscha/mcp-windbg

iosifache/annas-mcp
MCP server and CLI tool for searching and downloading documents from Anna's Archive
Language: Go
#annas_archive #cli #mcp_server
Stars: 298 Issues: 0 Forks: 8
https://github.com/iosifache/annas-mcp

jtang613/GhidrAssistMCP
An MCP extension for Ghidra
Language: Java
#ghidra #ghidra_extension #ghidra_plugin #llm #mcp #mcp_server #reverse_engineering
Stars: 228 Issues: 0 Forks: 9
https://github.com/jtang613/GhidrAssistMCP

formulahendry/mcp-server-spec-driven-development
Spec-Driven Development MCP Server, no just Vibe Coding
Language: TypeScript
#mcp #mcp_server #spec_driven_development #vibe_coding
Stars: 212 Issues: 3 Forks: 21
https://github.com/formulahendry/mcp-server-spec-driven-development

oxbshw/LLM-Agents-Ecosystem-Handbook
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
Language: Python
#ai #ai_agent #ai_agents #fine_tuning #finetuning_llms #freamework #llm #llmops #local_development #mcp_server #memory #rag #rag_chatbot #voice_agent
Stars: 198 Issues: 0 Forks: 29
https://github.com/oxbshw/LLM-Agents-Ecosystem-Handbook

subnetmarco/pgmcp
An MCP server to query any Postgres database in natural language.
Language: Go
#agent #agentic_ai #ai #analytics #artificial_intelligence #data_analysis #database #kong #mcp #mcp_server #postgres #postgresql
Stars: 318 Issues: 1 Forks: 29
https://github.com/subnetmarco/pgmcp

marcoaapfortes/Mantic.sh
A structural code search engine for Al agents.
Language: TypeScript
#ai_agent #claude #code_search #context_retrieval #cursor #developer_tools #mcp #mcp_server #rag #typescript
Stars: 332 Issues: 6 Forks: 10
https://github.com/marcoaapfortes/Mantic.sh

ForLoopCodes/contextplus
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining Tree-sitter AST parsing, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.
Language: TypeScript
#mcp_server
Stars: 762 Issues: 2 Forks: 51
https://github.com/ForLoopCodes/contextplus

wanshuiyin/Auto-claude-code-research-in-sleep
ARIS ⚔️ (Auto-Research-In-Sleep) — Claude Code skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation via Codex MCP
Language: Python
#ai_research #ai_tools #aris #autonomous_agent #claude #claude_code #claude_code_skills #codex #deep_learning #gpt #idea_generation #llm #machine_learning #mcp #mcp_server #ml_research #openai #paper_review #paper_writing #research_automation
Stars: 1007 Issues: 6 Forks: 95
https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep

vshulcz/deja-vu
Memory layer for coding agents: search, MCP recall, auto-context, secret redaction, stats, share and sync over the session logs Claude Code, Codex, opencode, Cursor, Gemini CLI, aider, Antigravity, Grok Build and Qwen Code already write. One zero-dep binary.
Language: Go
#agent_memory #ai_memory #claude #claude_code #cli #codex #coding_agents #developer_tools #golang #mcp #mcp_server #opencode #session_search
Stars: 366 Issues: 11 Forks: 17
https://github.com/vshulcz/deja-vu

sv-number/mcp-server
MCP server for AI agents that need a phone number: order a private number in 200+ countries, read the SMS verification code, hand it back. The widest country coverage in the category, and you can check it with one API call.
Language: JavaScript
#ai_agents #claude #claude_code #cline #cursor #mcp #mcp_server #model_context_protocol #otp #phone_verification #sms #sms_verification #typescript #virtual_phone_number #windsurf
Stars: 576 Issues: 0 Forks: 0
https://github.com/sv-number/mcp-server

cinderline/northcinder
Buyer-run, ad-neutral shopping-agent MCP software with deterministic ranking, signed purchase mandates, and a local audit trail.
Language: JavaScript
#agentic_commerce #human_in_the_loop #local_first #mcp #mcp_server #model_context_protocol #privacy #self_hosted #shopping_agent #typescript
Stars: 1159 Issues: 0 Forks: 4
https://github.com/cinderline/northcinder

duty1g/x64dbg-mcp-server
x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig — zero dependencies, single-binary output, cros
Language: Zig
#ai_agents #ai_debugging #binary_analysis #claude #claude_code #malware_analysis #malware_research #malware_scanner #mcp #mcp_server #mcp_servers #x64dbg #x64dbg_mcp #x64dbg_plugin #x64dbg_tools #xdbg #zig #zig_lang #ziglang
Stars: 1019 Issues: 0 Forks: 100
https://github.com/duty1g/x64dbg-mcp-server

2akouwu/reverify
Anti-hallucination for AI agents that read binaries. The model proposes, deterministic tools decide: every claim is VERIFIED or REFUTED against the real bytes, with evidence, and grounded facts survive context resets. MCP server + CLI.
Language: Python
#ai #ai_agents #anti_hallucination #binary_analysis #context_engineering #ctf #developer_tools #disassembler #frida #grounding #hallucination #hallucination_detection #llm #malware_analysis #mcp #mcp_server #python #reverse_engineering #security_tools #verification
Stars: 831 Issues: 4 Forks: 177
https://github.com/2akouwu/reverify

Ryze-AI-Adgent/open-seo-mcp-skills
Open-source SEO + GEO skills for Claude — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility. Runs on your real Search Console / GA4 / ads data via MCP, with DataForSEO built in. Free, MIT.
Language: Shell
#ai_seo #backlinks #claude #claude_skills #dataforseo #generative_engine_optimization #geo #keyword_research #mcp #mcp_server #open_source_seo #rank_tracking #seo #seo_audit
Stars: 425 Issues: 0 Forks: 9
https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills

okf-memory/okf-agent-memory
Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.
Language: Go
#agent_memory #ai_agents #bm25 #coding_agents #developer_tools #git_native #go #golang #knowledge_base #knowledge_graph #llm_memory #markdown #mcp #mcp_server #model_context_protocol #okf #open_knowledge_format #persistent_memory
Stars: 498 Issues: 1 Forks: 29
https://github.com/okf-memory/okf-agent-memory