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Quotewise semantic quote search via MCP
by
quotewisio
· GitHub ↗
· v1.0.2
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Install in OpenClaw
/install quotewise
Description
Semantic quote search with source transparency. Find quotes by meaning, not keywords.
Usage Guidance
This skill appears coherent for quote search, but consider these practical points before installing: (1) The skill's workflow uses npx to fetch/execute 'mcporter' or '@quotewise/mcp' from npm — only run those commands if you trust the packages and their publishers. (2) The QUOTEWISE_API_KEY grants access to your account features and rate limits — create a dedicated key with minimal privileges and don't reuse sensitive credentials. (3) Queries and any quotes you submit are sent to mcp.quotewise.io; avoid including sensitive personal data in queries. (4) If you need stronger assurance, verify the referenced endpoints (https://mcp.quotewise.io and https://quotewise.io), review the npm packages' source/repos, and check the service's privacy/terms before providing an API key.
Capability Analysis
Type: OpenClaw Skill
Name: quotewise
Version: 1.0.2
The skill bundle provides instructions for an OpenClaw agent to interact with the Quotewise MCP service via `npx mcporter`. It instructs the agent to make API calls to `https://mcp.quotewise.io/mcp.<tool>` and optionally use a `QUOTEWISE_API_KEY` from environment variables for authentication. All commands are clearly defined and align with the stated purpose of semantic quote search. There is no evidence of data exfiltration to unauthorized endpoints, malicious execution, persistence mechanisms, prompt injection attempts to subvert the agent's behavior, or obfuscation. The use of `npx` and environment variables for API keys are standard practices for such integrations.
Capability Assessment
Purpose & Capability
Name/description (semantic quote search) match the SKILL.md: all examples call a Quotewise MCP endpoint (mcp.quotewise.io) and features (search, attribution, collections) are reflected in the instructions. No unrelated credentials, binaries, or paths are requested.
Instruction Scope
Instructions are narrowly scoped to calling an external MCP API via 'npx mcporter' and configuring a server entry. They reference only the QUOTEWISE_API_KEY for authenticated features and do not instruct reading local files or other env vars. Note: the skill's runtime guidance uses npx to fetch/execute npm packages (mcporter, @quotewise/mcp), which means running third-party code on demand — expected for this workflow but worth acknowledging.
Install Mechanism
There is no formal install spec and no code shipped with the skill (instruction-only). However, the SKILL.md encourages using npx to call mcporter or @quotewise/mcp; npx will download and execute packages from the npm registry, which is a moderate-risk operation if the npm packages are untrusted or compromised.
Credentials
Only one primary credential (QUOTEWISE_API_KEY) is declared and used to enable collections/higher rate limits. This is proportionate to the described features. The instructions do not access additional environment variables or unrelated secrets.
Persistence & Privilege
always is false and the skill is user-invocable. There is no install script, no persistent system modifications, and no requests to modify other skills or system-wide config beyond optional mcporter config entries scoped to the user's home.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install quotewise - After installation, invoke the skill by name or use
/quotewise - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
- Added User-Agent header to `mcporter` setup instructions for improved agent identification.
- Updated anonymous access policy: reduced free usage from 100 requests/hour to 20 requests/day.
- Provided guidance for agents on custom User-Agent formatting.
- Minor improvements to authentication setup documentation.
v1.0.1
- Added detailed instructions for calling Quotewise tools using mcporter, including config and authentication steps.
- Updated all code examples to use mcporter CLI tool calls for each API endpoint.
- Documented server configuration for streamlined usage with short names.
- Added section for setup with other MCP clients and included a guided setup command.
- Introduced instructions for fetching random quotes.
- Clarified authentication limits and improved guidance for both authenticated and anonymous usage.
v1.0.0
- Initial public release of quotewise skill (v1.0.0)
- Enables semantic quote search—find quotes by meaning, not just keywords
- Provides transparent sources for every quote, including QuoteSightings and attribution confidence
- Supports filtering by length, language, author gender, reading level, and more
- Collection management available for saving and organizing favorite quotes (auth required)
- Anonymous access supported; no signup needed for basic use
Metadata
Frequently Asked Questions
What is Quotewise semantic quote search via MCP?
Semantic quote search with source transparency. Find quotes by meaning, not keywords. It is an AI Agent Skill for Claude Code / OpenClaw, with 1396 downloads so far.
How do I install Quotewise semantic quote search via MCP?
Run "/install quotewise" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Quotewise semantic quote search via MCP free?
Yes, Quotewise semantic quote search via MCP is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Quotewise semantic quote search via MCP support?
Quotewise semantic quote search via MCP is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Quotewise semantic quote search via MCP?
It is built and maintained by quotewisio (@quotewisio); the current version is v1.0.2.
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