Search: ia
Search MCP servers and agent skills by name, description, category or topic — 1,495 results.
NVIDIA/cuopt/cuopt-routing-api-python
Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only.
NVIDIA/cuopt/cuopt-server-api-python
cuOpt REST server — start server, endpoints, Python/curl client examples.
NVIDIA/cuopt/cuopt-server-common
cuOpt REST server — what it does and how requests flow.
NVIDIA/cuopt/cuopt-user-rules
Base rules for end users calling NVIDIA cuOpt (routing/LP/MILP/QP/install/server).
NVIDIA/cuopt/numerical-optimization-formulation
Numerical optimization (LP, MILP, QP) — concepts, problem-text parsing, and formulation patterns.
NVIDIA/cuopt/routing-formulation
Vehicle routing (VRP, TSP, PDP) — problem types and data requirements.
NVIDIA/cuopt/skill-evolution
After solving a non-trivial problem, detect generalizable learnings and propose skill updates so future interactions benefit automatically.
NVIDIA/deepstream/deepstream-dev
NVIDIA DeepStream SDK 9.0 development with Python pyservicemaker API.
NVIDIA/deepstream/deepstream-import-vision-model
Use this skill to bring any vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepStream pipeline with end-to-end automation: ONNX download, SafeTensors export, TRT engi...
NVIDIA/nemotron-voice-agent/nemotron-voice-agent-deploy
Deploy Nemotron Voice Agent on Workstation (x86), Jetson Thor, or Cloud NIMs.
NVIDIA/rag/rag-blueprint
"NVIDIA RAG Blueprint — deploy, configure, troubleshoot, and manage.
NVIDIA/video-search-and-summarization/alerts
Manage and monitor VSS alerts after the alerts profile is deployed.
NVIDIA/video-search-and-summarization/deploy
Deploy, debug, or tear down any VSS profile using a compose-centric workflow — config (dry-run) with env overrides, review resolved compose, then compose up.
NVIDIA/video-search-and-summarization/report
Produce video analysis reports by discovering the deployed VSS agent, querying POST /generate for a timestamped captioned summary of the clip, then formatting the agent reply as th...
NVIDIA/video-search-and-summarization/rt-vlm
Use this skill when working with the RTVI VLM or RT-VLM microservice API on VSS 3.1.
NVIDIA/video-search-and-summarization/video-analytics
Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
NVIDIA/video-search-and-summarization/video-search
Search video archives using natural language — find events, objects, actions, and people across recorded video using fusion search (Cosmos Embed1 semantic search + CV attribute sea...
NVIDIA/video-search-and-summarization/video-summarization
Summarize a video by calling the VLM NIM or the Long Video Summarization (LVS) microservice directly.
NVIDIA/video-search-and-summarization/video-understanding
Call the vss agent to run video understanding on video to answer a text question.
NVIDIA/video-search-and-summarization/vios
Query VIOS REST APIs: sensor list, recording timelines, video clip extraction, snapshot capture, add/delete sensors and streams
NVIDIA/video-search-and-summarization/vss-frag
Generate video summary reports using the VSS video_search_frag extension with Long Video Summarization (LVS), Enterprise RAG knowledge retrieval, and human-in-the-loop parameter co...
trailofbits/differential-review
Security-focused diff review with git history analysis
trailofbits/semgrep-rule-variant-creator
Port existing Semgrep rules to new target languages with test-driven validation
trailofbits/spec-to-code-compliance
Specification-to-code compliance checker for blockchain audits
trailofbits/variant-analysis
Find similar vulnerabilities via pattern-based analysis
VictoriaMetrics-Community/mcp-victoriametrics
Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances
VictoriaMetrics-Community/mcp-victorialogs
Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.
rusiaaman/wcgw
Autonomous shell execution, computer control and coding agent. (Mac)
bitbonsai/mcp-obsidian
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant.
duriantaco/skylos
Dead code detection, security scanning, and code quality analysis for Python, TypeScript, and Go. 98% recall with fewer false positives than Vulture. Includes AI-powered remediation.
CodeAbra/iai-personal-memory-engine
Local memory daemon for any MCP-over-stdio client with three-tier storage (episodic/semantic/procedural). Own SQLite + hnswlib store (Hippo) with bge-small-en-v1.5, MIT-licensed community-detection reranking (MOSAIC), and sleep-cycle consolidation. AES-256-GCM encrypted at rest, no telemetry. Verbatim recall >=99% and post-contradiction Rescue@10 1.000 at honest scale. Ambient capture via shell ho
softeria/ms-365-mcp-server
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
Patdolitse/piia-engram
Persistent user identity across AI tools. Stores preferences, lessons, and decisions as local JSON; 13 core MCP tools share them with Claude Code, Cursor, Codex, and any MCP client. Knowledge governance (staging→verified), AES-256-GCM encryption, cross-tool sync. `pip install piia-engram`
workopia/workopia-mcp
Official [Workopia](https://workopia.io) MCP server. Global job search (5M+ daily active jobs from employer career pages and ATS feeds like Lever/Greenhouse), PDF resume generation with multiple templates, AI resume tailoring per job description, cover letter generation, and career advice. Free hosted endpoint `https://workopia.io/api/mcp-gpt` — no API key required.
adancurusul/serial-mcp-server
A comprehensive MCP server for serial port communication
dnotitia/akb
Organizational knowledge base for AI agents. Vault-scoped Markdown docs, structured PostgreSQL tables, and files unified by a URI graph. Hybrid semantic + BM25 search, Git-backed version history, multi-tenant ACL with public-share links. Works with Claude Code, Cursor, Windsurf via `npx akb-mcp`.
muthuishere/hand-drawn-diagrams
Generate hand-drawn Excalidraw diagrams from a prompt — animated SVG, hosted edit link, and PNG export. Works with Claude Code, Codex, Gemini CLI, and any agent supporting standard skill paths
cafferychen777/ChatSpatial
MCP server for spatial transcriptomics analysis with 60+ integrated methods covering cell annotation, deconvolution, spatial statistics, and visualization.
arian-gogani/nobulex
Proof-of-behavior enforcement for AI agents. Define behavioral covenant rules (permit/forbid/require), enforce at runtime before execution, get SHA-256 hash-chained tamper-evident audit logs, and verify compliance independently. Cross-agent verification handshake — no proof, no transaction. MIT licensed, 4,244 tests.
ilia-sokolov/OfficeAgent.NET
Let agents edit real Microsoft Word (.docx) documents - tracked changes, tables, styles, comments, content controls, and document properties - with edits validated and previewed before saving. Built on the Open XML SDK; reads and writes documents in place through filesystem or SharePoint storage without automating Word. Runs over stdio or streamable HTTP.
gabrielmaialva33/winx-code-agent
A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.
apinetwork/piapi-mcp-server
PiAPI MCP server makes users able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.
rishijatia/fantasy-pl-mcp
An MCP server for real-time Fantasy Premier League data and analysis tools.
Pradumnasaraf/aviationstack-mcp
An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.
Tubo2333/obsidian-knowledge-brain
Cross-session knowledge memory and rule evolution for AI coding agents
olgasafonova/mediawiki-mcp-server
Connect to any MediaWiki wiki (Wikipedia, Fandom, corporate wikis). 33+ tools for search, read, edit, link analysis, revision history, and Markdown conversion. Supports stdio and HTTP transport.
willianpinho/large-file-mcp
Production-ready MCP server for intelligent handling of large files with smart chunking, navigation, streaming capabilities, regex search, and built-in LRU caching.