metorial/mcp-containers
Containerized versions of hundreds of MCP servers 📡 🧠
Language:TypeScript
Total stars: 1055
Stars trend:
#typescript
#agent, #agenticai, #agenticworkflow, #container, #docker, #mcp, #modelcontextprotocol, #security
Containerized versions of hundreds of MCP servers 📡 🧠
Language:TypeScript
Total stars: 1055
Stars trend:
13 Jun 2025
6am ▏ +1
7am █▋ +13
8am █▋ +13
9am █ +8
10am █▋ +13
11am █▉ +15
12pm █▍ +11
1pm ██▌ +20#typescript
#agent, #agenticai, #agenticworkflow, #container, #docker, #mcp, #modelcontextprotocol, #security
basementstudio/xmcp
The TypeScript MCP framework
Language:TypeScript
Total stars: 189
Stars trend:
#typescript
#framework, #mcp, #modelcontextprotocol, #typescript
The TypeScript MCP framework
Language:TypeScript
Total stars: 189
Stars trend:
7 Jul 2025
7pm ▎ +2
8pm ▍ +3
9pm ██ +16
10pm █▌ +12
11pm ▋ +5
8 Jul 2025
12am ▌ +4
1am ▌ +4
2am ▊ +6
3am ▊ +6
4am ▊ +6
5am ▊ +6
6am ▋ +5#typescript
#framework, #mcp, #modelcontextprotocol, #typescript
mcp-use/mcp-use
mcp-use is the easiest way to interact with mcp servers with custom agents
Language:Python
Total stars: 5209
Stars trend:
#python
#agent, #agents, #ai, #mcp, #mcpclient, #modelcontextprotocol, #modelcontextprotocolclient, #modelcontextprotocolsdk, #python
mcp-use is the easiest way to interact with mcp servers with custom agents
Language:Python
Total stars: 5209
Stars trend:
31 Jul 2025
6pm ▎ +2
7pm ██ +16
8pm █▋ +13
9pm ██▌ +20
10pm ██▌ +20
11pm █▍ +11#python
#agent, #agents, #ai, #mcp, #mcpclient, #modelcontextprotocol, #modelcontextprotocolclient, #modelcontextprotocolsdk, #python
tadata-org/fastapi_mcp
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
Language:Python
Total stars: 7063
Stars trend:
#python
#ai, #authentication, #authorization, #claude, #cursor, #fastapi, #llm, #mcp, #mcpserver, #mcpservers, #modelcontextprotocol, #openapi, #windsurf
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
Language:Python
Total stars: 7063
Stars trend:
9 Aug 2025
9am ▏ +1
10am ▍ +3
11am █▊ +14
12pm █ +8
1pm ▋ +5
2pm ▌ +4
3pm █▏ +9
4pm ▉ +7
5pm █▋ +13
6pm █▍ +11
7pm █▏ +9
8pm █▍ +11#python
#ai, #authentication, #authorization, #claude, #cursor, #fastapi, #llm, #mcp, #mcpserver, #mcpservers, #modelcontextprotocol, #openapi, #windsurf
awslabs/mcp
AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.
Language:Python
Total stars: 5652
Stars trend:
#python
#aws, #mcp, #mcpclient, #mcpclients, #mcphost, #mcpserver, #mcpservers, #mcptools, #modelcontextprotocol
AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.
Language:Python
Total stars: 5652
Stars trend:
19 Aug 2025
6am ▎ +2
7am ▏ +1
8am ▎ +2
9am ▏ +1
10am ▊ +6
11am █ +8
12pm █▌ +12
1pm █▌ +12
2pm █▏ +9
3pm █▌ +12
4pm █▌ +12#python
#aws, #mcp, #mcpclient, #mcpclients, #mcphost, #mcpserver, #mcpservers, #mcptools, #modelcontextprotocol
IBM/mcp-context-forge
A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).
Language:Python
Total stars: 1607
Stars trend:
#python
#agents, #ai, #apigateway, #asyncio, #authenticationmiddleware, #devops, #docker, #fastapi, #federation, #gateway, #generativeai, #jwt, #kubernetes, #llmagents, #mcp, #modelcontextprotocol, #observability, #promptengineering, #python, #tools
A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).
Language:Python
Total stars: 1607
Stars trend:
25 Aug 2025
5am ▏ +1
6am ██▏ +17
7am ██▍ +19
8am █▌ +12
9am █▊ +14
10am ██▏ +17#python
#agents, #ai, #apigateway, #asyncio, #authenticationmiddleware, #devops, #docker, #fastapi, #federation, #gateway, #generativeai, #jwt, #kubernetes, #llmagents, #mcp, #modelcontextprotocol, #observability, #promptengineering, #python, #tools
appcypher/awesome-mcp-servers
Awesome MCP Servers - A curated list of Model Context Protocol servers
Language:
Total stars: 4110
Stars trend:
#ai, #anthropicclaude, #awesome, #context, #mcp, #modelcontextprotocol, #servers, #tooluse, #tools
Awesome MCP Servers - A curated list of Model Context Protocol servers
Language:
Total stars: 4110
Stars trend:
3 Sep 2025
10pm ▋ +5
11pm ▋ +5
4 Sep 2025
12am ▊ +6
1am █▎ +10
2am ██ +16
3am █▏ +9
4am ▉ +7
5am █▌ +12
6am █▎ +10
7am ██▋ +21
8am █ +8
9am ██▎ +18#ai, #anthropicclaude, #awesome, #context, #mcp, #modelcontextprotocol, #servers, #tooluse, #tools
universal-tool-calling-protocol/code-mode
🎒 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.
Language:TypeScript
Total stars: 85
Stars trend:
#typescript
#aiagents, #codemode, #mcp, #modelcontextprotocol, #toolchain, #utcp
🎒 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.
Language:TypeScript
Total stars: 85
Stars trend:
14 Nov 2025
11pm ▋ +5
15 Nov 2025
12am ▍ +3
1am ▋ +5
2am ▋ +5
3am █ +8
4am █▋ +13#typescript
#aiagents, #codemode, #mcp, #modelcontextprotocol, #toolchain, #utcp
elusznik/mcp-server-code-execution-mode
An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions context bloat.
Language:Python
Total stars: 99
Stars trend:
#python
#agenticai, #agents, #anthropic, #claude, #claudecode, #codeexecution, #docker, #mcp, #modelcontextprotocol, #orchestration, #podman, #python, #tokenoptimization
An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions context bloat.
Language:Python
Total stars: 99
Stars trend:
15 Nov 2025
11am ▋ +5
12pm ▍ +3
1pm ▎ +2
2pm ▏ +1
3pm ▋ +5
4pm ▌ +4
5pm ▋ +5
6pm ▎ +2
7pm ▎ +2
8pm ▍ +3
9pm ▎ +2
10pm ▌ +4#python
#agenticai, #agents, #anthropic, #claude, #claudecode, #codeexecution, #docker, #mcp, #modelcontextprotocol, #orchestration, #podman, #python, #tokenoptimization
maxritter/claude-pilot
Claude Code is powerful. Pilot makes it reliable. Start a task, grab a coffee, come back to production-grade code. Tests enforced. Context preserved. Quality automated.
Language:TypeScript
Total stars: 671
Stars trend:
#typescript
#aiagents, #aiassistant, #aicoding, #aicodingtools, #aiengineering, #aitools, #anthropic, #anthropicclaude, #claude, #claudeai, #claudecode, #claudecontext, #claudemem, #claudeskills, #claudecode, #mcp, #modelcontextprotocol, #softwareengineering, #specdrivendevelopment
Claude Code is powerful. Pilot makes it reliable. Start a task, grab a coffee, come back to production-grade code. Tests enforced. Context preserved. Quality automated.
Language:TypeScript
Total stars: 671
Stars trend:
13 Feb 2026
2pm ▌ +4
3pm ▏ +1
4pm ▍ +3
5pm ▎ +2
6pm +0
7pm +0
8pm +0
9pm ▍ +3
10pm █▌ +12
11pm ▍ +3
14 Feb 2026
12am ▋ +5
1am █▍ +11#typescript
#aiagents, #aiassistant, #aicoding, #aicodingtools, #aiengineering, #aitools, #anthropic, #anthropicclaude, #claude, #claudeai, #claudecode, #claudecontext, #claudemem, #claudeskills, #claudecode, #mcp, #modelcontextprotocol, #softwareengineering, #specdrivendevelopment
❤1
Vvkmnn/claude-emporium
🏛 [UNDER CONSTRUCTION] A (roman) claude plugin marketplace
Language:JavaScript
Total stars: 213
Stars trend:
#javascript
#ai, #aiagents, #anthropic, #automation, #claude, #claudecode, #claudecodeplugin, #claudeskills, #developertools, #hooks, #llm, #marketplace, #mcp, #mcpserver, #modelcontextprotocol, #nodejs, #plugin, #typescript, #workflow, #zeroconfig
🏛 [UNDER CONSTRUCTION] A (roman) claude plugin marketplace
Language:JavaScript
Total stars: 213
Stars trend:
21 Feb 2026
2pm █▍ +11
3pm ██ +16
4pm █▎ +10
5pm █▏ +9
6pm █ +8
7pm █▊ +14
8pm ▎ +2
9pm ▉ +7#javascript
#ai, #aiagents, #anthropic, #automation, #claude, #claudecode, #claudecodeplugin, #claudeskills, #developertools, #hooks, #llm, #marketplace, #mcp, #mcpserver, #modelcontextprotocol, #nodejs, #plugin, #typescript, #workflow, #zeroconfig
ruvnet/ruflo
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration
Language:TypeScript
Total stars: 15774
Stars trend:
#typescript
#agenticai, #agenticengineering, #agenticframework, #agenticrag, #agenticworkflow, #agents, #aiassistant, #aitools, #anthropicclaude, #autonomousagents, #claudecode, #claudecodeskills, #codex, #huggingface, #mcpserver, #modelcontextprotocol, #multiagent, #multiagentsystems, #swarm, #swarmintelligence
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration
Language:TypeScript
Total stars: 15774
Stars trend:
27 Feb 2026
10pm ▎ +2
11pm █▍ +11
28 Feb 2026
12am ██▎ +18
1am █▉ +15
2am ██▍ +19#typescript
#agenticai, #agenticengineering, #agenticframework, #agenticrag, #agenticworkflow, #agents, #aiassistant, #aitools, #anthropicclaude, #autonomousagents, #claudecode, #claudecodeskills, #codex, #huggingface, #mcpserver, #modelcontextprotocol, #multiagent, #multiagentsystems, #swarm, #swarmintelligence
❤1
DeusData/codebase-memory-mcp
MCP server that indexes your codebase into a persistent knowledge graph. 64 languages, sub-ms queries, 99% fewer tokens than grep. Single Go binary, no Docker, no API keys.
Language:C
Total stars: 504
Stars trend:
#c
#claudecode, #codeanalysis, #codeintelligence, #codex, #cursor, #developertools, #golang, #knowledgegraph, #mcp, #mcpserver, #modelcontextprotocol, #sqlite, #treesitter, #windsurf
MCP server that indexes your codebase into a persistent knowledge graph. 64 languages, sub-ms queries, 99% fewer tokens than grep. Single Go binary, no Docker, no API keys.
Language:C
Total stars: 504
Stars trend:
10 Mar 2026
7am ▎ +2
8am ▏ +1
9am ▏ +1
10am ▏ +1
11am ▎ +2
12pm ▎ +2
1pm +0
2pm ▎ +2
3pm ▏ +1
4pm ▏ +1
5pm ▎ +2
6pm ▎ +2#c
#claudecode, #codeanalysis, #codeintelligence, #codex, #cursor, #developertools, #golang, #knowledgegraph, #mcp, #mcpserver, #modelcontextprotocol, #sqlite, #treesitter, #windsurf
KeyID-AI/agent-kit
Give Claude/Cursor email powers. 27 MCP tools — inbox, send, reply, contacts, search. Free, no signup.
Language:JavaScript
Total stars: 176
Stars trend:
#javascript
#agent, #aiagent, #claude, #email, #keyid, #mcp, #modelcontextprotocol, #tools
Give Claude/Cursor email powers. 27 MCP tools — inbox, send, reply, contacts, search. Free, no signup.
Language:JavaScript
Total stars: 176
Stars trend:
13 Mar 2026
2am ▎ +2
3am ▍ +3
4am ▌ +4
5am ▊ +6
6am ▍ +3
7am ▋ +5
8am ▌ +4
9am ▍ +3
10am ▊ +6
11am ▎ +2
12pm ▏ +1#javascript
#agent, #aiagent, #claude, #email, #keyid, #mcp, #modelcontextprotocol, #tools
foryourhealth111-pixel/Vibe-Skills
An integrated AI capability stack with 340 skills, MCP entry points, agent workflows, and governed execution for planning, coding, research, and automation.
Language:PowerShell
Total stars: 286
Stars trend:
#powershell
#agentorchestration, #agenticai, #aiagents, #aiengineering, #aiworkflow, #automation, #bioinformatics, #codex, #developertools, #governedruntime, #machinelearning, #mcp, #modelcontextprotocol, #promptengineering, #researchtools, #skills
An integrated AI capability stack with 340 skills, MCP entry points, agent workflows, and governed execution for planning, coding, research, and automation.
Language:PowerShell
Total stars: 286
Stars trend:
22 Mar 2026
6am █ +8
7am █▍ +11
8am ▍ +3
9am ▋ +5
10am ▍ +3
11am ▋ +5
12pm +0
1pm +0
2pm +0
3pm ▎ +2
4pm ▍ +3
5pm ▏ +1#powershell
#agentorchestration, #agenticai, #aiagents, #aiengineering, #aiworkflow, #automation, #bioinformatics, #codex, #developertools, #governedruntime, #machinelearning, #mcp, #modelcontextprotocol, #promptengineering, #researchtools, #skills
chrisryugj/korean-law-mcp
64 tools for Korean law — statutes, precedents, ordinances, interpretations | MCP Server · CLI · npm
Language:TypeScript
Total stars: 490
Stars trend:
#typescript
#api, #claude, #cli, #korea, #koreanlaw, #law, #legal, #legaltech, #mcp, #modelcontextprotocol, #precedent, #typescript
64 tools for Korean law — statutes, precedents, ordinances, interpretations | MCP Server · CLI · npm
Language:TypeScript
Total stars: 490
Stars trend:
29 Mar 2026
9pm ▎ +2
10pm ▋ +5
11pm ▋ +5
30 Mar 2026
12am ▊ +6
1am ▉ +7
2am ▏ +1
3am ▌ +4
4am ▊ +6
5am ▌ +4#typescript
#api, #claude, #cli, #korea, #koreanlaw, #law, #legal, #legaltech, #mcp, #modelcontextprotocol, #precedent, #typescript
holaboss-ai/holaOS
The agent environment for long-horizon work, continuity, and self-evolution.
Language:TypeScript
Total stars: 1928
Stars trend:
#typescript
#agent, #agentharness, #agentruntime, #agentic, #ai, #aiagent, #aiagents, #artificialintelligence, #automation, #continuity, #electron, #holaboss, #holaos, #llm, #mcp, #memory, #modelcontextprotocol, #runtime, #typescript, #workspace
The agent environment for long-horizon work, continuity, and self-evolution.
Language:TypeScript
Total stars: 1928
Stars trend:
12 Apr 2026
1pm ▌ +4
2pm ▉ +7
3pm ▌ +4
4pm ▋ +5
5pm ▎ +2
6pm ▋ +5
7pm ▏ +1#typescript
#agent, #agentharness, #agentruntime, #agentic, #ai, #aiagent, #aiagents, #artificialintelligence, #automation, #continuity, #electron, #holaboss, #holaos, #llm, #mcp, #memory, #modelcontextprotocol, #runtime, #typescript, #workspace
sachitrafa/YourMemory
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Language:Python
Total stars: 133
Stars trend:
#python
#aiagents, #claude, #ebbinghaus, #llmmemory, #mcp, #memory, #modelcontextprotocol, #pgvector
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Language:Python
Total stars: 133
Stars trend:
26 Apr 2026
9pm ▊ +6
10pm ▌ +4
11pm ▎ +2
27 Apr 2026
12am ▊ +6
1am ▍ +3
2am ▎ +2
3am ▎ +2
4am ▏ +1
5am ▏ +1#python
#aiagents, #claude, #ebbinghaus, #llmmemory, #mcp, #memory, #modelcontextprotocol, #pgvector
MinishLab/semble
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
Language:Python
Total stars: 1107
Stars trend:
#python
#agents, #codesearch, #embeddings, #mcp, #mcpserver, #modelcontextprotocol, #retrieval
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
Language:Python
Total stars: 1107
Stars trend:
17 May 2026
6pm ▎ +2
7pm ▌ +4
8pm ▌ +4
9pm █▉ +15
10pm █▍ +11
11pm █▋ +13#python
#agents, #codesearch, #embeddings, #mcp, #mcpserver, #modelcontextprotocol, #retrieval