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62,507 results in Observability, MCPs, Memory, Sub-Agents · page 3 of 2,605

MCPsExperimental

screenpipe

give context of what you do 24/7 to AI

99.521,718 stars · 2,214 forks · 2 mentions
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MemoryExperimental

gibsonai-memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

Contributed by Sentinel

99.416,313 stars · 3,283 forks
Harnessclaudecodexcursorgeminiopencode
memory
No one-command install · SourceDetails
ObservabilityPreview

comet-opik

Opik by Comet is an open-source LLM evaluation and tracing platform: log traces, run automated evals, create datasets, and track prompt improvements over time.

99.422,249 stars · 1,827 forks · 1 mention
Harnessclaudecursorcodexopencodegemini
observabilityevalstracing
No one-command install · SourceDetails
MCPsPreview

neondatabase-mcp-server-neon

Manage Neon's serverless Postgres databases.

99.4626 stars · 119 forks · passed install test
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

vectorize-io-hindsight

Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory

99.422,110 stars · 1,689 forks
Harnessclaudecodexcursorgeminiopencode
mcpknowledge-memory
No one-command install · SourceDetails
MCPsExperimental

funasr-mcp-server

Local speech recognition MCP server powered by FunASR and SenseVoice. It provides privacy-friendly audio transcription through a transcribe_audio tool.

99.420,125 stars · 2,010 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
ObservabilityPreview

opentelemetry-genai

OpenTelemetry semantic conventions and instrumentation for GenAI/LLM spans, traces, and metrics via the GenAI semconv working group.

99.44,897 stars · 3,851 forks
Harnessclaudecursorcodexopencodegemini
observabilityopentelemetrytracing
No one-command install · SourceDetails
MCPsPreview

mksglu-context-mode

Reduces context consumption by 98% through sandboxed code execution and SQLite-based session continuity with FTS5 search.

99.420,309 stars · 1,475 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

dbx

MCP server for DBX, a universal database manager supporting 70+ databases, enabling natural language queries and database management through MCP.

99.417,714 stars · 1,736 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

skill-seekers-skill-seekers

Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, enhancing, and exporting to vector databases (Weaviate, Chroma, FAISS, Qdrant). Supports 16+ target platforms.

99.314,879 stars · 1,516 forks
Harnessclaudecodexcursorgeminiopencode
mcpknowledge-memory
No one-command install · SourceDetails
MCPsPreview

webdriver-mcp

WebDriverIO-based MCP server enabling cross-browser automation (Chrome, Firefox, Safari) via the W3C WebDriver protocol, useful for enterprise test environments that mandate WebDriver over CDP.

99.39,833 stars · 2,679 forks
Harnessclaudecursorcodexopencodegemini
browserwebdriver
No one-command install · SourceDetails
MCPsPreview

justinpbarnett-unity

Allow MCP clients to perform Unity Editor actions.

99.313,821 stars · 1,461 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MemoryExperimental

semantica-agi-semantica

Use when an agent's stored context needs provenance — you must be able to say where a remembered fact came from.

99.313,484 stars · 1,525 forks
Harnessclaudecodexcursorgeminiopencode
cp138-seedmemory
No one-command install · SourceDetails
MemoryExperimental

nevamind-ai-memu

Use when one person's memory should follow them across several different agents.

99.314,387 stars · 1,063 forks
Harnessclaudecodexcursorgeminiopencode
cp138-seedmemory
No one-command install · SourceDetails
MCPsExperimental

plantuml-mcp-js

Pure Node.js MCP server that renders and validates PlantUML diagrams with zero Java and zero external server, powered by TeaVM. Exposes render_diagram, check_syntax and diagram_explain — just run npx @plantuml/mcp-js.

99.313,288 stars · 1,235 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
Details
MCPsExperimental

pocketflow-tutorial

Turns GitHub repositories into easy tutorials with AI

99.312,680 stars · 1,450 forks
Harnessclaudecursorcodexopencodegemini
a2aagent-to-agentsearch-data-extraction
No one-command install · SourceDetails
MCPsExperimental

tradingview-mcp-bridge

Enables AI assistants to interact with locally running TradingView Desktop for chart analysis, Pine Script development, and workflow automation via Chrome DevTools Protocol.

99.35,956 stars · 2,597 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
ObservabilityPreview

portkey-ai-gateway

Open-source AI gateway providing a unified API across 100+ LLM providers with built-in observability, request logging, fallbacks, caching, and load balancing.

99.312,873 stars · 1,280 forks
Harnessclaudecursorcodexopencodegemini
observabilitygatewayproxy
No one-command install · SourceDetails
MCPsPreview

mrexodio-ida-pro

Automated reverse engineering with IDA Pro.

99.311,756 stars · 1,396 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

computer-use-mcp

MCP server that enables Claude to control your computer, similar to Anthropic's computer use but easy to set up locally.

99.3356 stars · 41 forks · passed install test
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

hangwin-chrome

Provides browser automation and semantic search capabilities through Chrome extension integration, enabling intelligent web element interaction, form filling, screenshot capture, and vector-based content indexing with transformer models for cross-platform web automation workflows.

99.212,368 stars · 1,129 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

assistant-ui

The MCP server tools have been designed to allow an agent to query the specific information it needs to complete an assistant-ui related task - for example: implementing chat components, integrating with different runtimes, understanding component architecture, and troubleshooting issues.

99.211,981 stars · 1,163 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

awslabs-mcp

AWS MCP servers for seamless integration with AWS services and resources.

99.29,653 stars · 1,736 forks
Harnessclaudecodexcursorgeminiopencode
mcpcloud-platforms
No one-command install · SourceDetails
MemoryExperimental

evermind-ai-everos

Use when you want the agent's memory to be plain Markdown on your own disk rather than a hosted database.

99.212,757 stars · 911 forks
Harnessclaudecodexcursorgeminiopencode
cp138-seedmemory
No one-command install · SourceDetails
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