# Sharebench (remote · mcp-public.sharebench.ai)

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

- Trust score: 64/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `mcp-public.sharebench.ai`: 64/100 (this document), [markdown](https://verifymcp.io/servers/ai-sharebench-registry/mcp-public.md), [page](https://verifymcp.io/servers/ai-sharebench-registry/mcp-public)

## Channel facts

- Endpoint: `https://mcp-public.sharebench.ai`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.1.1`

## Trust breakdown

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. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 2 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 60/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (poor).
  - Tool/resource definitions use about 8459 tokens (~82/item across 102 items; 2 tools + 100 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http ai-sharebench-registry https://mcp-public.sharebench.ai/
```

### Codex

```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
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add ai-sharebench-registry --url https://mcp-public.sharebench.ai/ --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  ai-sharebench-registry:
    url: "https://mcp-public.sharebench.ai/"
```

### Other

```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 recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 64, +1)

- [security] 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
- [functional regression] Resource “vendor-evaluation” was removed
- [functional regression] Resource “xlsx” was removed
- [functional regression] Resource “vendor-management” was removed
- [functional regression] Resource “rfp-builder” was removed
- [functional regression] Resource “pptx” was removed
- [functional regression] Resource “knowledge-management” was removed
- [functional regression] Resource “inventory-forecasting” was removed
- [functional regression] Resource “escalation” was removed
- [functional regression] Resource “contract-negotiation” was removed
- [functional regression] Resource “clean-code-guidelines” was removed
- [functional regression] Resource “blender-python-add-on-rules” was removed
- [functional regression] Resource “automl-and-hyperparameter-optimization-rules” was removed
- [functional regression] Resource “anti-over-engineering” was removed
- [functional regression] 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”

### 2026-08-02 (score 63, −1)

- [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 “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
- [functional regression] Resource “postgres” was removed
- [functional regression] Resource “interactive-dashboard-builder” was removed
- [functional regression] Resource “data-visualization” was removed
- [functional regression] Resource “customer-research” was removed
- [functional regression] Resource “statistical-analysis” was removed
- [functional regression] 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”

### 2026-08-01 (score 64, +2)

- [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 “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
- [functional regression] Resource “brainstorming” was removed
- [functional regression] Resource “data-context-extractor” was removed
- [functional regression] Resource “data-validation” was removed
- [functional regression] Resource “feature-spec” was removed
- [functional regression] Resource “prd-writer” was removed
- [functional regression] Resource “product-launch-playbook” was removed
- [functional regression] Resource “roadmap-builder” was removed
- [functional regression] Resource “search-strategy” was removed
- [functional regression] Resource “sprint-planning” was removed
- [functional regression] Resource “testing-strategy” was removed
- [functional regression] 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”

### 2026-07-31 (score 62, −1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 63, +1)

- [security] 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
- [functional regression] Resource “nda-triage” was removed
- [functional regression] Resource “incident-postmortem” was removed
- [functional regression] Resource “file-organizer” was removed
- [functional regression] Resource “draft-outreach” was removed
- [functional regression] Resource “daily-briefing” was removed
- [functional regression] Resource “contract-review” was removed
- [functional regression] Resource “compliance” was removed
- [functional regression] Resource “competitive-intelligence” was removed
- [functional regression] Resource “canned-responses” was removed
- [functional regression] Resource “call-prep” was removed
- [functional regression] Resource “business-case-builder” was removed
- [functional regression] 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”

### 2026-07-29 (score 62, +1)

- [security] 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
- [functional regression] Resource “competitive-ads-extractor” was removed
- [functional regression] Resource “twitter-algorithm-optimizer” was removed
- [functional regression] Resource “social-media-strategy” was removed
- [functional regression] Resource “canvas-design” was removed
- [functional regression] Resource “seo-content-optimizer” was removed
- [functional regression] Resource “performance-review-assistant” was removed
- [functional regression] Resource “domain-name-brainstormer” was removed
- [functional regression] 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”

### 2026-07-28 (score 61, 0)

- [security] 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
- [functional regression] Resource “interview-kit-builder” was removed
- [functional regression] Resource “onboarding-planner” was removed
- [functional] New resource “security-compliance-compliance-check”

### 2026-07-27 (score 61, +2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

## MCP tools (2)

### `search` (~355 tokens)

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.

Input parameters:

- `industries` (array): Filter to artifacts tagged with ANY of these industry slugs (keyword-array overlap). Up to 5 values.
- `limit` (integer): Maximum hits to return. Default: 20.
- `mode` (string): Ranking strategy. Default: hybrid.
- `offset` (integer): Pagination offset for navigating result sets.
- `query` (string, required): Free-text query. Names, phrases, or natural-language concepts.
- `type` (string): Filter by artifact category. Omit for all types.

### `get_by_id` (~350 tokens)

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>`.

Input parameters:

- `artifactId` (string): UUID of the artifact. Take this from the `artifactId` field of a `search` result. Mutually exclusive with `slug`.
- `slug` (string): URL 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`.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/ai-sharebench-registry/mcp-public#diagnostics

## Score history

- 2026-08-03: 64
- 2026-08-02: 63
- 2026-08-01: 64
- 2026-07-31: 62
- 2026-07-30: 63
- 2026-07-29: 62
- 2026-07-28: 61
- 2026-07-27: 61
- 2026-07-26: 59

## Links

- Remote endpoint: https://mcp-public.sharebench.ai/
- Website: https://sharebench.ai/
- Changelog RSS feed: https://verifymcp.io/servers/ai-sharebench-registry/mcp-public/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/ai-sharebench-registry/mcp-public/changelog.json
- HTML version of this page: https://verifymcp.io/servers/ai-sharebench-registry/mcp-public