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Search MCP servers and agent skills by name, description, category or topic — 51 results.

MCP Server Active

silenceper/mcp-k8s

MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex commands - just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing th

149 Go Updated 5d ago Score 72
Agent Skill Active

testmu-ai/codeception-skill

Generate Codeception acceptance, functional, and unit tests in PHP

341 Python Updated 8d ago Score 70
MCP Server Active

bighippoman/intercept-mcp

Multi-tier fallback chain for fetching web content as clean markdown. Handles tweets, YouTube, arXiv, PDFs, and regular pages with 9 fallback strategies.

8 TypeScript Updated 3d ago Score 55
MCP Server Active

malinoto/tracepass-mcp-server

EU Digital Product Passport automation for AI agents. Create products, build and audit DPPs (battery, electronics, textiles, and more), set economic-operator parties, and read or capture GS1 EPCIS 2.0 supply-chain events via the TracePass platform. 6 tools, hosted (`https://ai.tracepass.eu/mcp`) or local. Install via `npx -y tracepass-mcp-server`.

1 TypeScript Updated 4d ago Score 48
MCP Server Active

perceptdot/percept

AI-powered observability platform for agents. Auto-discovers and recommends MCP servers; built-in connectors for GA4, Vercel, GitHub, and Sentry with ROI tracking. `npx -y @perceptdot/core`

1 HTML Updated 29d ago Score 48
Agent Skill Active

phuryn/job-stories

Create job stories with acceptance criteria in JTBD format

24.8k Updated 29d ago Score 90
Agent Skill Active

phuryn/wwas

Create backlog items in Why-What-Acceptance format

24.8k Updated 29d ago Score 90
Agent Skill Active

deanpeters/user-story

Write user stories with acceptance criteria using Mike Cohn and Gherkin formats

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

deanpeters/opportunity-solution-tree

Generate opportunities and solutions and recommend proof-of-concept tests

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

NVIDIA/TensorRT-LLM/kernel-cute-writing

Write and implement GPU kernels using NVIDIA CuTe DSL (CUTLASS 4.x Python API) — NOT for Triton, CUDA C++, or conceptual explanations.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/cuopt/numerical-optimization-formulation

Numerical optimization (LP, MILP, QP) — concepts, problem-text parsing, and formulation patterns.

2.8k Python Updated today Score 84
MCP Server Active

mariocandela/beelzebub

Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work.

2.1k Go Updated 2d ago Score 83
Agent Skill Active

video-db/skills

Realtime and batch video workflows: capture screen/audio, ingest URLs/YouTube/RTSP, transcribe, index, search, generate subtitles, edit timelines, and stream HLS output

114 Python Updated 7d ago Score 71
MCP Server Active

abrinsmead/mindpilot-mcp

Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".

90 TypeScript Updated 27d ago Score 65
MCP Server Active

drolosoft/immich-photo-manager

Turn your self-hosted Immich photo library into a conversation — natural language search via CLIP, geographic album curation from GPS data, cross-source duplicate detection with perceptual hashing, library health reports, and offline-ready interactive HTML galleries. Claude Code plugin with 21 MCP tools, 11 skills, and 5 slash commands.

34 HTML Updated 5d ago Score 65
MCP Server Active

dkships/pm-copilot

Triangulates HelpScout support tickets and ProductLift feature requests to generate prioritized product plans. Scores themes by convergence (same signal in both sources = 2x boost), scrubs PII, and accepts business metrics from other MCP servers via `kpi_context` for composable prioritization.

27 TypeScript Updated 12d ago Score 64
MCP Server Maintained

avivsinai/langfuse-mcp

Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

102 Python Updated 1mo ago Score 63
MCP Server Active

buildepicshit/Wick

Native C# MCP server for Godot Engine — 53 tools across 5 pillars: Roslyn-enriched exception telemetry, scene tree inspection, C# symbol navigation, MSBuild orchestration, and GDScript analysis. .NET 10, TCP JSON-RPC bridge, 219 tests.

19 C# Updated 5d ago Score 63
MCP Server Active

knaisoma/data-olympus

Governance-grade project knowledge MCP server for coding agents. Git-native Markdown knowledge base with proposed vs accepted guidance, validity windows, supersession chains, and status-aware retrieval of current in-force decisions and standards. `pip install data-olympus`

18 Python Updated today Score 63
MCP Server Active

mastyf-ai/mastyf.ai

Open-source runtime security proxy for MCP. Transparently intercepts every tools/call through an 18-class attack defense pipeline (prompt injection, SSRF, shell injection, SQL injection, credential exfil, polyglot attacks) with a YAML policy engine and 304-entry adversarial corpus. Trust scoring for npm MCP packages with 0-100 badges. Cloud dashboard, Docker image, Python SDK. MIT.

17 TypeScript Updated yesterday Score 63
MCP Server Active

magna-nz/aspnetcore-debugger-mcp

MCP server for interactive .NET / ASP.NET Core debugging via netcoredbg. 27 tools: breakpoints (line, function, exception, data), stepping, thread inspection, exception autopsy, hang/deadlock analysis, and request tracing.

14 C# Updated yesterday Score 62
MCP Server Active

enmanuelmag/heimdall-mcp

Transparent proxy for any MCP server that intercepts all JSON-RPC messages, measures latency, and stores traces in SQLite, PostgreSQL, or MySQL. Exports OpenTelemetry (OTLP) spans to Jaeger, Tempo, or Grafana. Supports stdio, HTTP, and SSE transports. `npx @cardor/heimdall-mcp`

11 TypeScript Updated 17d ago Score 61
MCP Server Official Active

humanforai/humanforai-mcp

Hire a real human operator for tasks that need physical presence, perception, or judgment: real-world verification, product testing, AI output review, data collection, and local errands. Remote streamable HTTP at https://humanforai.dev/mcp or local stdio via `npx -y humanforai`.

0 JavaScript Updated 13d ago Score 60
MCP Server Maintained

OHNLP/omop_mcp

Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.

39 Python Updated 2mo ago Score 59
MCP Server Active

P4ST4S/mcp-audit

Transparent Go proxy that intercepts, signs, rate-limits, redacts, and audits all MCP JSON-RPC tool calls without modifying client or server.

7 Go Updated 26d ago Score 59
MCP Server Stale

wenb1n-dev/mysql_mcp_server_pro

Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization

247 Python Updated 11mo ago Score 57
MCP Server Active

behrensd/mcp-firewall

Deterministic security proxy (iptables for MCP) that intercepts tool calls, enforces YAML policies, scans for secret leakage, and logs everything. No AI, no cloud.

4 TypeScript Updated 19d ago Score 57
Agent Skill Maintained

makenotion/spec-to-implementation

Turn product/tech specs into concrete Notion tasks with acceptance criteria and progress tracking

147 Updated 1mo ago Score 55
MCP Server Active

cfpramod/open-museum-mcp

Federated, license-verified search across The Met, Cleveland, AIC, Wikimedia Commons, and Europeana. Strict-default-deny rights gate accepts only CC0 / Public Domain Mark. Tools: search, get, cite (full / caption / short), dynasty/region discovery. `npx -y open-museum-mcp`

9 TypeScript Updated 3d ago Score 55
MCP Server Official Active

bodyegypt/lobbyvoices-mcp

Official remote MCP server for [Lobby](https://lobbyvoices.com/developers), an AI receptionist for small businesses. Seven free no-auth tools: write business phone scripts and IVR menus (English + Mexican Spanish), generate ElevenLabs agent system prompts, calculate missed-call cost, get a hire-a-receptionist verdict, role-play a call against the live receptionist engine, and get a real demo numbe

0 JavaScript Updated 29d ago Score 55
MCP Server Maintained

ejentum/ejentum-mcp

MCP server with reasoning, code, anti-deception, and memory tools for AI agents.

13 JavaScript Updated 1mo ago Score 54
MCP Server Active

adrianczuczka/mason

Context engineering MCP server. Generates CLAUDE.md from git history and architectural file sampling, and maintains a concept-map snapshot of features/flows → files so agents can skip grep/glob on repeat queries.

7 TypeScript Updated 10d ago Score 54
MCP Server Active

chrbailey/promptspeak-mcp-server

Pre-execution governance for AI agents. Intercepts and validates every agent tool call through an 8-stage pipeline before execution — risk classification, behavioral drift detection, hold queue for dangerous operations, and complete audit trail. 45 tools, 658 tests.

1 TypeScript Updated 27d ago Score 53
Agent Skill Stale

realkimbarrett/scroll-stopping-creative

Create ad concepts that stop attention in the first 3 seconds

723 Updated 4mo ago Score 52
MCP Server Active

botmonster/image2svg-mcp

Convert raster images (PNG/JPG/WEBP/TIFF) to SVG vector format. Single tool, accepts base64 or URL input; runs locally via `uvx image2svg-mcp` or as a Docker HTTP server.

4 Python Updated 23d ago Score 52
MCP Server Maintained

alanpcf/brasil-data-mcp

Brazilian public data for AI agents — companies (CNPJ), addresses (CEP), banks (BACEN), national holidays — via [BrasilAPI](https://brasilapi.com.br). No auth, no API key. Install: `npx -y brasil-data-mcp`.

4 TypeScript Updated 1mo ago Score 50
MCP Server Active

jamjet-labs/jamjet-policy

MCP stdio interceptor (`@jamjet/mcp-shim`) that applies one YAML policy file (block / require_approval / audit / budget cap) to `tools/call` requests before they reach the real MCP server. The same policy also runs in Claude Code PreToolUse hooks (`@jamjet/claude-code-hook`), OpenAI Agents SDK guardrails (`@jamjet/openai-guardrail`), and JamJet's Python/TS SDKs — `jamjet audit show` tails every de

2 TypeScript Updated 19d ago Score 50
MCP Server Stale

EtienneChollet/ontomics

Semantic code index that extracts domain concepts, naming conventions, and behavioral similarity from codebases. One tool call instead of 19, ~20x fewer tokens for codebase understanding queries.

40 Rust Updated 3mo ago Score 49
MCP Server Stale

Connectry-io/connectrylab-architect-cert-mcp

Free certification prep for the Claude Certified Architect exam. 390 scenario-based questions, guided capstone build, 30 concept handouts, 6 reference projects, practice exams, interactive UI with clickable answer cards, glassmorphism progress dashboard, spaced repetition, and deterministic grading.

31 TypeScript Updated 4mo ago Score 48
MCP Server Maintained

stevepridemore/graph-memory

Personal knowledge graph for Claude on Neo4j. Typed entities (Person/Project/Decision/Preference/Concept), bi-temporal edge validity (`valid_at`/`invalid_at`), per-type weighted decay, contradiction detection, and a nightly "dream" extraction process. Local bge-small-en embeddings, no API keys. Optional OAuth 2.1 + Cloudflare Tunnel for cross-device use across Claude Code, Desktop, web, and iOS.

2 TypeScript Updated 2mo ago Score 48
MCP Server Maintained

Yang1Bai/claw-tsaver

Token-saving MCP proxy that intercepts oversized tool returns and replaces them with a preview + on-demand handle. Real benchmark: 11,507 tokens → 104 tokens (99.1% saved) on a Wikipedia fetch. Works with OpenClaw + Claude.

1 Python Updated 2mo ago Score 46
MCP Server Maintained

payclaw/mcp-server

Virtual Visa cards for AI agents. Just-in-time card issuance per transaction, human-approved spend authorization, MCP-native. Works anywhere Visa is accepted.

2 TypeScript Updated 1mo ago Score 43
MCP Server Stale

bruno-portfolio/agrobr-mcp

Brazilian agricultural data for LLMs — prices, crop estimates, climate, deforestation from 19 public sources via CEPEA, CONAB, IBGE, INPE and B3.

26 Python Updated 4mo ago Score 42
MCP Server Maintained

jcooley8/pincushion-plugin

Visual feedback as agent work packets. Stakeholders drop pins on your live app; your AI coding agent reads each pin (selector, screenshot, DOM snippet, thread, acceptance criteria) via MCP and ships the fix, recording the commit/branch/PR on resolve. Install: `npx pincushion-mcp`.

1 JavaScript Updated 1mo ago Score 41
MCP Server Stale

yuvalsuede/claudia

AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP server integration.

15 TypeScript Updated 5mo ago Score 40
MCP Server Stale

Agnuxo1/benchclaw-integrations

Register LLMs/agents and submit research papers (Markdown) to the [BenchClaw](https://www.p2pclaw.com/app/benchmark) leaderboard. Papers are scored by a 17-judge Tribunal with 8 deception detectors across 10 dimensions. No API key required. Works with Claude Desktop, Cursor, Cline, Zed, Continue.dev.

3 Python Updated 3mo ago Score 39
MCP Server Maintained

ahmetakyurt/zipmem-mcp

Local-first long-term memory for terminal AI agents (Claude Code et al.) via Anchored Compacting. Stores blueprints, code anchors (file→line→concept), and distilled lessons in a single JSON under `.zipmem/`, restoring full cross-session project context at near-zero token cost. No DB, no API keys, no embeddings. `npx zipmem-mcp`

0 TypeScript Updated 1mo ago Score 38
MCP Server Stale

log-logn/langfuse-mcp-java

Query Langfuse traces, debug exceptions, analyze sessions, scores, datasets, schema, observations and manage prompts. Full observability toolkit for LLM applications. (https://github.com/langfuse/langfuse)

3 Java Updated 4mo ago Score 34
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