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Search MCP servers and agent skills by name, description, category or topic — 84 results.

Agent Skill Active

deanpeters/context-engineering-advisor

Diagnose context stuffing vs. engineering and guide memory and retrieval design

6.2k Shell Updated 15d ago Score 88
Agent Skill Active

NeoLabHQ/prompt-engineering

Widely used prompt engineering techniques and patterns, including Anthropic best practices and agent persuasion principles.

1.3k TypeScript Updated 6d ago Score 81
MCP Server Official Active

CodeLogicIncEngineering/codelogic-mcp-server

Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.

38 Python Updated 2d ago Score 76
MCP Server Active

paramount-engineering/roku-dev-studio

All-in-one developer tool and MCP Server for Roku development, featuring ECP device control, automated channel sideloading, BrightScript debugging, and real-time log monitoring.

26 TypeScript Updated 2d ago Score 64
Agent Skill Active

hanhuark/mechanical-engineering-research-skill

Thermal-fluid research writing, proposals, DOE, and presentation feedback

14 Python Updated yesterday Score 62
MCP Server Inactive

Dataring-engineering/mcp-server-trino

Trino MCP Server to query and access data from Trino Clusters.

18 Python Updated 1y ago Score 28
Agent Skill Active

Panniantong/Agent-Reach

Multi-platform search CLI for 17 sites including Chinese platforms

64k Python Updated 7d ago Score 90
Agent Skill Active

blader/humanizer

Remove signs of AI-generated writing from text, making it sound more natural and human

32.6k Python Updated 10d ago Score 90
MCP Server Active

topoteretes/cognee

Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources

29.7k Python Updated today Score 90
MCP Server Official Active

dbt-labs/dbt-mcp

Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.

596 Python Updated yesterday Score 88
Agent Skill Active

vercel-labs/next-best-practices

Next.js best practices and recommended patterns

27.8k TypeScript Updated yesterday Score 85
Agent Skill Active

vercel-labs/next-cache-components

Caching strategies and cache-aware components in Next.js

27.8k TypeScript Updated yesterday Score 85
Agent Skill Active

vercel-labs/next-upgrade

Upgrade Next.js projects to newer versions

27.8k TypeScript Updated yesterday Score 85
Agent Skill Active

muratcankoylan/context-fundamentals

Understand what context is, why it matters, and the anatomy of context in agent systems

17.5k Python Updated 19d ago Score 85
Agent Skill Active

muratcankoylan/context-degradation

Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash

17.5k Python Updated 19d ago Score 85
Agent Skill Active

muratcankoylan/context-compression

Design and evaluate compression strategies for long-running sessions

17.5k Python Updated 19d ago Score 85
Agent Skill Active

muratcankoylan/context-optimization

Apply compaction, masking, and caching strategies

17.5k Python Updated 19d ago Score 85
Agent Skill Active

muratcankoylan/multi-agent-patterns

Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures

17.5k Python Updated 19d ago Score 85
Agent Skill Active

muratcankoylan/memory-systems

Design short-term, long-term, and graph-based memory architectures

17.5k Python Updated 19d ago Score 85
Agent Skill Active

muratcankoylan/tool-design

Build tools that agents can use effectively, including architectural reduction patterns

17.5k Python Updated 19d ago Score 85
Agent Skill Active

muratcankoylan/evaluation

Build evaluation frameworks for agent systems

17.5k Python Updated 19d ago Score 85
Agent Skill Active

NeoLabHQ/write-concisely

Applies the famous *The Elements of Style* book principles to make documentation and writing clearer and more professional by eliminating wordiness and improving structure.

1.3k TypeScript Updated 6d ago Score 81
Agent Skill Active

NeoLabHQ/code-review

Comprehensive PR code review using specialized agents: bug-hunter, security-auditor, code-quality-reviewer, contracts-reviewer, historical-context-reviewer, test-coverage-reviewer

1.3k TypeScript Updated 6d ago Score 81
Agent Skill Active

NeoLabHQ/reflexion

Self-refinement loop that forces the LLM to reflect on previous output and correct itself.

1.3k TypeScript Updated 6d ago Score 81
Agent Skill Active

NeoLabHQ/sdd

Spec-driven development workflow that transforms prompts into production-ready implementations through structured planning, architecture design, and LLM-as-a-Judge based quality gates.

1.3k TypeScript Updated 6d ago Score 81
Agent Skill Active

NeoLabHQ/ddd

Domain-driven development skills that also include Clean Architecture, SOLID principles, and design patterns.

1.3k TypeScript Updated 6d ago Score 81
Agent Skill Active

NeoLabHQ/sadd

Dispatches independent subagents for individual tasks with code review checkpoints between iterations for rapid, controlled development.

1.3k TypeScript Updated 6d ago Score 81
Agent Skill Active

NeoLabHQ/kaizen

Applies continuous improvement methodology with multiple analytical approaches, based on Japanese Kaizen philosophy and Lean methodology.

1.3k TypeScript Updated 6d ago Score 81
MCP Server Official Active

timescale/rsigma

Exposes the RSigma Sigma detection-engineering toolkit to AI agents over stdio or Streamable HTTP with `rsigma mcp serve`. Tools to author, lint, validate, and convert Sigma detection rules, evaluate and explain detections against log events, and inspect correlation state, all backed by a native Rust engine.

119 Rust Updated yesterday Score 81
MCP Server Active

jtang613/GhidrAssistMCP

A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.

685 Java Updated 20d ago Score 78
MCP Server Maintained

zinja-coder/jadx-ai-mcp

JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.

2.6k Java Updated 2mo ago Score 77
MCP Server Active

juyterman1000/entroly

Auditable context control plane and MCP server for AI coding agents. Compresses context 70–95% (BM25 + entropy + dep-graph knapsack), stabilizes prompt prefixes for provider cache discounts, routes easy tasks to cheaper models (RAVS Bayesian router), and verifies answers locally with WITNESS hallucination guard (0.844 AUROC, $0, ~3 ms). MemoryOS adds local budget-aware working/episodic/semantic me

433 Python Updated today Score 76
Agent Skill Active

baskduf/codex-fable5

Evidence-based workflow gates for Codex

433 Python Updated 6d ago Score 76
MCP Server Active

Ikalus1988/MisakaNet

Agent failure memory network. Search 235+ verified debugging lessons from real engineering sessions. BM25 + SAG-Lite search, 3 tools (search, get_lesson, submit_usage), 5 resources, 3 guided prompts. Works with Claude Code, Cursor, and any MCP client. `python3 scripts/mcp_server.py`

357 Python Updated today Score 76
MCP Server Active

fabio-rovai/open-ontologies

AI-native ontology engineering with 39 tools and 5 prompts for OWL/RDF/SPARQL. Validate, query, diff, lint, version, and govern knowledge graphs via Oxigraph triple store.

222 Rust Updated 5d ago Score 73
MCP Server Active

omega-memory/omega-memory

Persistent memory for AI coding agents with semantic search, auto-capture, cross-session learning, and intelligent forgetting. 28 MCP tools, local-first.

192 Python Updated 9d ago Score 73
MCP Server Active

zboralski/ida-headless-mcp

Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orchestration and Python workers. Supports Il2CppDumper and Blutter metadata import for Unity and Flutter reverse engineering.

157 Python Updated 18d ago Score 72
MCP Server Active

sheawinkler/ContextLattice

Private-by-default memory and context layer for agents with Go/Rust runtime, staged retrieval across fused data backends, and long-horizon context continuity.

141 Go Updated yesterday Score 72
MCP Server Maintained

zinja-coder/apktool-mcp-server

APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.

614 Python Updated 1mo ago Score 71
MCP Server Active

getmockd/mockd

Multi-protocol API mock server with 18 MCP tools. Mock HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP APIs with chaos engineering, stateful CRUD, 8 import formats (OpenAPI, Postman, HAR, WireMock, cURL, Mockoon, WSDL), and deterministic seeded responses.

139 Go Updated 4d ago Score 71
MCP Server Active

adelinamart/robrain

Self-hosted decision memory for AI coding agents. Passively captures architectural decisions with the alternatives you rejected (structured `rejected[]`), then warns the agent before it re-proposes a rejected approach. Postgres + pgvector; cross-tool across Claude Code, Cursor, Copilot, and Codex. Install: `npx robrain up && npx robrain install`.

82 TypeScript Updated 4d ago Score 69
Agent Skill Active

uucz/moyu

Anti-over-engineering skill with 5 variants and 10 platforms

65 Python Updated 2d ago Score 68
Agent Skill Active

k-kolomeitsev/data-structure-protocol

Graph-based long-term memory skill for AI (LLM) coding agents — faster context, fewer tokens, safer refactors

62 Python Updated 28d ago Score 68
MCP Server Active

PatrickSys/codebase-context

Local MCP server that shows AI agents which patterns your team actually uses, what files a change will affect, and when there is not enough context to trust an edit. 30+ languages, fully local.

58 TypeScript Updated 6d ago Score 68
MCP Server Active

Perseus-Computing-LLC/perseus-vault

Local-first, MCP-native persistent memory for AI agents — a single Rust binary with embedded SQLite, hybrid FTS5 + dense-vector search, and optional AES-256-GCM encryption. Fully offline, no cloud.

39 Rust Updated today Score 66
MCP Server Active

sarveshsea/memi

Design-system memory for coding agents with 46 MCP tools for UI audits, Tailwind token extraction, shadcn registry workflows, Figma context, design docs, and interface-quality diagnostics.

37 TypeScript Updated today Score 66
MCP Server Active

Perseus-Computing-LLC/perseus

Local-first live context engine and MCP server. Pre-resolves git, services, tests, and memory into a ready context briefing at session start (compile-before-context). MIT, PyPI: perseus-ctx.

29 Python Updated today Score 65
Agent Skill Active

awrshift/claude-memory-kit

Persistent memory with hooks, wiki, and daily synthesis for multi-project workflows

28 Python Updated 15d ago Score 65
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