MCP servers and skills: search, filter by where they run, and compare.
MCP server for the UK National Archives' Discovery catalogue: search and read record descriptions, browse series and pieces, and find soldiers' service documents (WO 97). For genealogy and history.
PythonMITFew starsNo key
Discovers golden base images for creating GKE custom node images based on technical specifications or context clues. Use when finding the golden base image for custom GKE node creation, mapping cluste
OfficialSkillApache-2.0★ 21k in collectionNo key
Node.jsMITFew starsNo key
MCP server for x402 Service Discovery — continuously growing catalog of services, real-time quality signals, facilitator-compat checks. For Claude, Cursor, Windsurf.
SkillMIT★ 4Few starsNo key
Discover the user's local AWS context (active profile, region, account ID, caller identity) at the start of any AWS task. Use this skill before any other AWS work — deploying to SageMaker, creating re
OfficialSkillApache-2.0★ 11k in collectionNo key
Neuronto Agentic Resource Discovery (ARD) Index. Federated search across every public ARD registry, plus a verified tool index read from each MCP server's own tools/list, hybrid lexical and semantic r
Hosted by authorApache-2.0★ 60No key
Agent Skills for small-molecule and protein therapeutics: cheminformatics, molecular ML, docking and dynamics, protein design platforms, and target-discovery knowledge graphs.
SkillMIT★ 42No key
Agent Discovery Board by SarnAI: the free agent directory to find AI agents. An MCP server directory and x402 services in one search, then connect, pay, verify. Hosted service; this repository holds t
Hosted by authorMITFew starsNo key
Free API contract checks, MCP service discovery and working agent integration examples for Axiom Relay
Hosted by authorMITFew starsNo key
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call
OfficialPythonApache-2.0★ 4.6kNo key
Provides guidance for authoring Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer). Covers environment context discovery, Airflow 2 vs 3 compatibility, authoring
OfficialSkillApache-2.0★ 21k in collectionNo key
Configures best-practice, high-signal alerting policies for Cloud Run resources on Google Cloud (services, jobs, and worker pools) based on seasoned SRE practices. Use when analyzing, recommending, wr
OfficialSkillApache-2.0★ 21k in collectionNo key
Ask your AI assistant how often AI search picks a brand first. Free Recommendation Rate lookup from Modern Discovery.
Hosted by authorMITFew starsNo key
Use when exploring unfamiliar code, mapping architecture, finding symbols or relationships, tracing callers, callees, data flow or dependencies, assessing impact, auditing dead or complex code, or han
OfficialSkillMIT★ 40k in collectionNo key
Designs, builds, and deploys AI agents or multi-agent systems on Google Cloud. Provides an interactive workflow to gather requirements, recommend a tailored architecture, and generate deployment instr
OfficialSkillApache-2.0★ 21k in collectionNo key
Inspects Filestore capacity and utilization on Google Cloud, evaluates storage scaling rules, and performs capacity autoscaling (scale UP for low free space or scale DOWN for cost optimization). Use w
OfficialSkillApache-2.0★ 21k in collectionNo key
Discovers requirements and designs an end-to-end governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark (Lightning Engine). Use when designing data science an
OfficialSkillApache-2.0★ 21k in collectionNo key
Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document this architecture", "onboard me to this rep
OfficialSkillMIT★ 40k in collectionNo key
Diagnoses, remediates, and manages Identity and Access Management (IAM) access issues on Google Cloud. Supports two distinct operational modes: (1) Requester Flow for developers encountering access de
OfficialSkillApache-2.0★ 21k in collectionNo key
Plan and coordinate the deployment of a model to Amazon SageMaker AI. Use this skill whenever the user wants to deploy, host, serve, or expose a model on SageMaker or AWS — including phrases like "dep
OfficialSkillApache-2.0★ 11k in collectionNo key
Protocol for sending queries, delegating tasks, and sharing context between independent Squad instances across different repositories
OfficialSkillMIT★ 5.4k in collectionNo key
Run iterative improvement for NVIDIA TAO CLIP / SigLIP image-text retrieval on attribute-labelled data. Use when a request combines retrieval evaluation, weak-attribute or caption-pair mining, repeate
OfficialSkillApache-2.0 AND CC-BY-4.0★ 3.6k in collectionNo key
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
Node.jsApache-2.0★ 84No key
Build tailored customer-facing sales or customer success decks from approved account context and generate the presentation with Gamma through Zapier MCP.
OfficialSkillMIT★ 342 in collectionNo key
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