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Sharebench

REMOTE · MCP-PUBLIC.SHAREBENCH.AI · SCANNED AUG 3

Sharebench — search & pull AI skills, agents, prompts & playbooks (SKILL.md) into any MCP client

+3 this week 64 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security57
Transport & Reachability100
Schema Quality & AI Usability60
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (poor).Fail
  • Tool/resource definitions use about 8459 tokens (~82/item across 102 items; 2 tools + 100 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · mcp-public.sharebench.ai

# add to Claude Code
claude mcp add --transport http ai-sharebench-registry https://mcp-public.sharebench.ai/
# ~/.codex/config.toml
[mcp_servers.ai-sharebench-registry]
url = "https://mcp-public.sharebench.ai/"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-sharebench-registry": {
      "type": "remote",
      "url": "https://mcp-public.sharebench.ai/",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add ai-sharebench-registry --url https://mcp-public.sharebench.ai/ --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  ai-sharebench-registry:
    url: "https://mcp-public.sharebench.ai/"
// mcp.json
{
  "mcpServers": {
    "ai-sharebench-registry": {
      "type": "http",
      "url": "https://mcp-public.sharebench.ai/"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 3 Aug 26 +1
    • Resource “seo-geo” now points somewhere else: artifact://9202ec1b-6616-48b8-a995-aade8173954c → artifact://60386e6c-2bb3-4c07-80e7-8d6d65989162 security
    • Resource “marketing-ideas” now points somewhere else: artifact://465dc03a-a08f-4749-adaf-a596776cbebb → artifact://007f014d-a10c-41a1-9e9b-e5746cb590e4 security
    • Resource “customer-support” now points somewhere else: artifact://ad50d013-b6a1-4ccc-83fa-ae188ec0d9b1 → artifact://b2fe4349-364a-4553-966a-848ab9a02294 security
    • Resource “content-strategy” now points somewhere else: artifact://b217b860-8a31-4fed-a0f3-ba69318a93d6 → artifact://38232bec-c15e-4231-ad67-0c87fb392ba9 security
    • Resource “content-marketer” now points somewhere else: artifact://3e07a9ff-a332-43fe-9f00-284187906654 → artifact://d5add4b3-97ee-4609-be39-7af018c498e5 security
    • Resource “churn-prevention” now points somewhere else: artifact://46fc67b1-1aea-4185-b788-1dd89303f779 → artifact://fe7c3535-d274-4736-8ead-09ca346c6f7d security
    • Resource “ticket-triage” now points somewhere else: artifact://465792d7-164d-4781-8e02-f50b93ba435a → artifact://206ba6cb-1c9e-4d19-a580-ad3d77a02969 security
    • Resource “vendor-evaluation” was removed functional
    • Resource “xlsx” was removed functional
    • Resource “vendor-management” was removed functional
    • Resource “rfp-builder” was removed functional
    • Resource “pptx” was removed functional
    • Resource “knowledge-management” was removed functional
    • Resource “inventory-forecasting” was removed functional
    • Resource “escalation” was removed functional
    • Resource “contract-negotiation” was removed functional
    • Resource “clean-code-guidelines” was removed functional
    • Resource “blender-python-add-on-rules” was removed functional
    • Resource “automl-and-hyperparameter-optimization-rules” was removed functional
    • Resource “anti-over-engineering” was removed functional
    • Resource “supplier-scorecard” was removed functional
    • New resource “security-threat-model” functional
    • New resource “ra-qm-skills” functional
    • New resource “policy-enforcer” functional
    • New resource “pci-compliance” functional
    • New resource “iso42001-specialist” functional
    • New resource “fsi-compliance-checker” functional
    • New resource “fixing-metadata” functional
    • New resource “disaster-recovery-plan” functional
    • New resource “cs-ciso-advisor” functional
    • New resource “ai-ethics-review” functional
    • New resource “vendor-review” functional
    • New resource “seo-meta-optimizer” functional
    • New resource “seo-flow” functional
    • New resource “seo-audit” functional
  • 2 Aug 26 −1
    • Resource “customer-support” now points somewhere else: artifact://ad50d013-b6a1-4ccc-83fa-ae188ec0d9b1 → artifact://b2fe4349-364a-4553-966a-848ab9a02294 security
    • Resource “marketing-ideas” now points somewhere else: artifact://465dc03a-a08f-4749-adaf-a596776cbebb → artifact://007f014d-a10c-41a1-9e9b-e5746cb590e4 security
    • Resource “ticket-triage” now points somewhere else: artifact://206ba6cb-1c9e-4d19-a580-ad3d77a02969 → artifact://465792d7-164d-4781-8e02-f50b93ba435a security
    • Resource “churn-prevention” now points somewhere else: artifact://46fc67b1-1aea-4185-b788-1dd89303f779 → artifact://fe7c3535-d274-4736-8ead-09ca346c6f7d security
    • Resource “content-marketer” now points somewhere else: artifact://3e07a9ff-a332-43fe-9f00-284187906654 → artifact://d5add4b3-97ee-4609-be39-7af018c498e5 security
    • Resource “content-strategy” now points somewhere else: artifact://b217b860-8a31-4fed-a0f3-ba69318a93d6 → artifact://38232bec-c15e-4231-ad67-0c87fb392ba9 security
    • Resource “seo-geo” now points somewhere else: artifact://9202ec1b-6616-48b8-a995-aade8173954c → artifact://60386e6c-2bb3-4c07-80e7-8d6d65989162 security
    • Resource “postgres” was removed functional
    • Resource “interactive-dashboard-builder” was removed functional
    • Resource “data-visualization” was removed functional
    • Resource “customer-research” was removed functional
    • Resource “statistical-analysis” was removed functional
    • Resource “sql-queries” was removed functional
    • New resource “ticket-deflector” functional
    • New resource “performing-soc2-type2-audit-preparation” functional
    • New resource “marketing-demand-acquisition” functional
    • New resource “handle-complaint” functional
    • New resource “gtm-motions” functional
    • New resource “growth-loops” functional
  • 1 Aug 26 +2
    • Resource “ticket-triage” now points somewhere else: artifact://206ba6cb-1c9e-4d19-a580-ad3d77a02969 → artifact://465792d7-164d-4781-8e02-f50b93ba435a security
    • Resource “churn-prevention” now points somewhere else: artifact://46fc67b1-1aea-4185-b788-1dd89303f779 → artifact://fe7c3535-d274-4736-8ead-09ca346c6f7d security
    • Resource “content-marketer” now points somewhere else: artifact://3e07a9ff-a332-43fe-9f00-284187906654 → artifact://d5add4b3-97ee-4609-be39-7af018c498e5 security
    • Resource “content-strategy” now points somewhere else: artifact://b217b860-8a31-4fed-a0f3-ba69318a93d6 → artifact://38232bec-c15e-4231-ad67-0c87fb392ba9 security
    • Resource “customer-support” now points somewhere else: artifact://ad50d013-b6a1-4ccc-83fa-ae188ec0d9b1 → artifact://b2fe4349-364a-4553-966a-848ab9a02294 security
    • Resource “marketing-ideas” now points somewhere else: artifact://465dc03a-a08f-4749-adaf-a596776cbebb → artifact://007f014d-a10c-41a1-9e9b-e5746cb590e4 security
    • Resource “seo-geo” now points somewhere else: artifact://9202ec1b-6616-48b8-a995-aade8173954c → artifact://60386e6c-2bb3-4c07-80e7-8d6d65989162 security
    • Resource “brainstorming” was removed functional
    • Resource “data-context-extractor” was removed functional
    • Resource “data-validation” was removed functional
    • Resource “feature-spec” was removed functional
    • Resource “prd-writer” was removed functional
    • Resource “product-launch-playbook” was removed functional
    • Resource “roadmap-builder” was removed functional
    • Resource “search-strategy” was removed functional
    • Resource “sprint-planning” was removed functional
    • Resource “testing-strategy” was removed functional
    • Resource “user-research-synthesizer” was removed functional
    • New resource “influencer-brief” functional
    • New resource “aeo-optimizer” functional
    • New resource “apify-influencer-discovery” functional
    • New resource “app-store-optimization” functional
    • New resource “design-clinical-campaign” functional
    • New resource “email-campaign” functional
    • New resource “launch-readiness” functional
    • New resource “page-cro” functional
    • New resource “paid-ads” functional
    • New resource “product-launch-checklist” functional
    • New resource “social-media-strategy” functional
  • 31 Jul 26 −1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 +1
    • Resource “marketing-ideas” now points somewhere else: artifact://465dc03a-a08f-4749-adaf-a596776cbebb → artifact://007f014d-a10c-41a1-9e9b-e5746cb590e4 security
    • Resource “documentation” now points somewhere else: artifact://4e1b2b5f-ad55-44d7-99ee-d6c7567dcfa8 → artifact://7f302d8e-08f5-46bd-bf95-da8343d7caf5 security
    • Resource “customer-support” now points somewhere else: artifact://ad50d013-b6a1-4ccc-83fa-ae188ec0d9b1 → artifact://b2fe4349-364a-4553-966a-848ab9a02294 security
    • Resource “content-marketer” now points somewhere else: artifact://3e07a9ff-a332-43fe-9f00-284187906654 → artifact://d5add4b3-97ee-4609-be39-7af018c498e5 security
    • Resource “nda-triage” was removed functional
    • Resource “incident-postmortem” was removed functional
    • Resource “file-organizer” was removed functional
    • Resource “draft-outreach” was removed functional
    • Resource “daily-briefing” was removed functional
    • Resource “contract-review” was removed functional
    • Resource “compliance” was removed functional
    • Resource “competitive-intelligence” was removed functional
    • Resource “canned-responses” was removed functional
    • Resource “call-prep” was removed functional
    • Resource “business-case-builder” was removed functional
    • Resource “account-research” was removed functional
    • New resource “validating-customers” functional
    • New resource “seo-geo” functional
    • New resource “seo-aeo-meta-description-generator” functional
    • New resource “schema” functional
    • New resource “micro-saas-launcher” functional
    • New resource “gtm-strategy” functional
    • New resource “go-to-market-planner” functional
    • New resource “ai-seo” functional
  • 29 Jul 26 +1
    • Resource “documentation” now points somewhere else: artifact://4e1b2b5f-ad55-44d7-99ee-d6c7567dcfa8 → artifact://7f302d8e-08f5-46bd-bf95-da8343d7caf5 security
    • Resource “content-marketer” now points somewhere else: artifact://3e07a9ff-a332-43fe-9f00-284187906654 → artifact://d5add4b3-97ee-4609-be39-7af018c498e5 security
    • Resource “competitive-ads-extractor” was removed functional
    • Resource “twitter-algorithm-optimizer” was removed functional
    • Resource “social-media-strategy” was removed functional
    • Resource “canvas-design” was removed functional
    • Resource “seo-content-optimizer” was removed functional
    • Resource “performance-review-assistant” was removed functional
    • Resource “domain-name-brainstormer” was removed functional
    • Resource “content-research-writer” was removed functional
    • New resource “seo-content-auditor” functional
    • New resource “review-financial-campaign” functional
    • New resource “launch-strategy” functional
    • New resource “isms-audit-expert” functional
    • New resource “content-strategy” functional
    • New resource “comprehensive-review-security-auditor” functional
    • New resource “cold-email-personalization” functional
    • New resource “cold-email” functional
  • 28 Jul 26 0
    • Resource “content-marketer” now points somewhere else: artifact://3e07a9ff-a332-43fe-9f00-284187906654 → artifact://d5add4b3-97ee-4609-be39-7af018c498e5 security
    • Resource “documentation” now points somewhere else: artifact://4e1b2b5f-ad55-44d7-99ee-d6c7567dcfa8 → artifact://7f302d8e-08f5-46bd-bf95-da8343d7caf5 security
    • Resource “interview-kit-builder” was removed functional
    • Resource “onboarding-planner” was removed functional
    • New resource “security-compliance-compliance-check” functional
  • 27 Jul 26 +2
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://mcp-public.sharebench.ai

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=sharebench.ai CN=YE2,O=Let's Encrypt,C=US 18 Jul 2026 16 Oct 2026 ECDSA 256 ECDSA-SHA384 54d3a68ba4456482e6a189537a6b9900ffe
SANs: *.sharebench.ai, sharebench.ai
CN=YE2,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd
DNSSEC insecure

Validation of mcp-public.sharebench.ai. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
ai. present 3799 8 Verified
sharebench.ai. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://mcp-public.sharebench.ai Verified 200
http (plaintext) http://mcp-public.sharebench.ai HTTPS enforced 301 https://mcp-public.sharebench.ai/
MCP tools — 2 exposed · ~705 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
get_by_id ~350

Fetch the full SKILL.md content and metadata for a single artifact. Provide EXACTLY ONE of `artifactId` (the UUID returned by `search`) or `slug` (the URL-safe identifier, e.g. from a `/p/<slug>` link). Passing both or neither returns a `validation_failed` error. Use this after `search` to retrieve the body of a hit the user wants to read, summarize, apply, or fork. Returns the artifact's name, description, type, contributor, version, timestamps, the full SKILL.md text (YAML frontmatter + markdown body, up to 256 KB), the number of bundled extras (`bundledCount`), their filenames (`bundledFilenames`), per-file metadata in `bundledFiles` (each entry has `key`, `filename`, and `originalRef` — the EXACT body-relative reference string the importer matched, or `null` when the file was bundled without a body reference; use this to translate a link span in the body back to its bundle filename), and the public-surface fields `slug`, `authorCredit`, `industries`. To fetch a bundled extra, read it as a resource at `artifact://<artifactId>/bundled/<filename>`.

NameTypeReqDescription
artifactIdstringUUID of the artifact. Take this from the `artifactId` field of a `search` result. Mutually exclusive with `slug`.
slugstringURL slug for the artifact (e.g. `brand-voice`). Take this from the `slug` field of a `search` result or a /p/<slug> link. Mutually exclusive with `artifactId`.

No output schema declared.

No examples provided.

search ~355

Search this workspace's published artifacts (skills, agents, workflows, and knowledge documents in SKILL.md format). Returns ranked metadata — name, description, type, contributor, timestamps, bundledCount, slug, authorCredit, and industries — but NOT the full body. To read an artifact's content, call `get_by_id` with the returned `artifactId` (or `slug`), or read it as a resource at `artifact://<artifactId>`. Use this whenever the user wants to find, discover, browse, or filter existing artifacts before reading or contributing. Modes: `hybrid` (default; combines lexical and semantic ranking via reciprocal rank fusion — best for most queries), `bm25` (exact-keyword or name lookups), `semantic` (concept matching when the user's terms differ from artifact text). Pass `industries: ['marketing', 'legal']` to narrow results to artifacts tagged with ANY of those industries (keyword-array overlap). If hybrid silently degrades because the embedding service is unavailable, the response's `warnings` array will contain `embedding_degraded:hybrid-fell-back-to-bm25` — surface this to the user if precision matters.

NameTypeReqDescription
industriesarrayFilter to artifacts tagged with ANY of these industry slugs (keyword-array overlap). Up to 5 values.
limitintegerMaximum hits to return. Default: 20.
modestringRanking strategy. Default: hybrid.
offsetintegerPagination offset for navigating result sets.
querystringyesFree-text query. Names, phrases, or natural-language concepts.
typestringFilter by artifact category. Omit for all types.

No output schema declared.

No examples provided.