Tinysearch MCP server
io.github.TinySuiteHQ/tinysearch·v0.6.8·233 starsFast discovery search and self-hosted web research for MCP agents.
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233 stars84 downloads/wk
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Tinysearch tools
No tool declarations could be read from the package source. They show once the server is installed.
How Tinysearch compares
Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 82/100
- higher than 68% of 3,470 Web search servers
- GitHub stars
- 233
- more than 95% of 1,786 Web search servers
- Downloads a week
- 84
- more than 53% of 827 Web search servers with a package
Release history: 5 versions in the registry since 2026-09-05, latest 2026-10-29, typically one every 17 days.
Install Tinysearch in Claude Code, Cursor or VS Code
claude mcp add tinysearch -- docker run -i --rm docker.io/marcellm01/tinysearch:v0.6.8
What the publisher says
From the Tinysearch repository's README, as published. We do not edit it. Read it on GitHub
TinySearch
<!-- mcp-name: io.github.TinySuiteHQ/tinysearch -->
Spend tokens on answers, not webpages.
TinySearch searches, crawls, and reranks the web locally, then gives your agent only the evidence worth putting in its context.
Documentation · Quick start · Python · Discord
TinySearch is a self-hosted web-research tool for AI agents. It searches the web, reads the best pages, removes low-value content, and returns compact evidence with source URLs.
Your model receives the useful passages instead of paying to process entire webpages.
TinySearch is part of TinySuite, a suite of focused tools designed to make agentic operations cheaper by minimizing token usage through smart retrieval, selection, and context-management techniques.
Choose a tier
Tiers 1 and 2 need no search service. Tier 3 adds a dedicated SearXNG service, persistent model storage, and a network MCP endpoint. See the installation guide for the Docker setup.
The expensive part of agent research is context
A search result is not yet useful evidence. Agents often have to open several pages, ingest navigation and boilerplate, and spend paid input tokens deciding which passages matter.
TinySearch moves that work in front of the model:
flowchart LR
A[Question] --> B[Search and crawl]
B --> C[Local hybrid reranking]
C --> D[Compact evidence<br/>with source URLs]
D --> E[Your agent]That lowers cost in three ways:
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Tinysearch: common questions
- Is Tinysearch MCP server safe?
- Mostly: it is graded B (82/100). Read the Tinysearch safety report
- How do I install Tinysearch?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Tinysearch need an API key?
- Yes. The registry entry asks for
OTEL_EXPORTER_OTLP_HEADERS. - Is Tinysearch maintained?
- The last commit was 27 days ago (2026-10-08). The latest release is v0.6.8.
- What can I use instead of Tinysearch?
- Servers from other publishers that do the same job: searxNcrawl MCP server, Zotero MCP server and Perplexity API Platform (moved to ai.perplexity/mcp-server). Compare all Tinysearch alternatives.
- How does Tinysearch compare with other Web search MCP servers?
- safety score 82/100 (higher than 68% of 3,470 Web search servers); github stars 233 (more than 95% of 1,786 Web search servers); downloads a week 84 (more than 53% of 827 Web search servers with a package). Full comparison.
Alternatives to Tinysearch
Same job from other publishers: the closest match first, then the best rated.
- searxNcrawlWeb search via SearXNG and/or You.com, plus clean Markdown crawling via Crawl4AI. Self-hosted.not reviewedEstablishedA
Zotero MCPSearch, read, annotate, and add to your Zotero research library, local or web.not reviewedWidely usedB- Perplexity API Platform (moved to ai.perplexity/mcp-server)Real-time web search, reasoning, and research through Perplexity's APInot reviewedWidely usedA
- Perplexity API PlatformReal-time web search, reasoning, and research through Perplexity's APInot reviewedEstablishedA
DocsMintCloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.not reviewedEstablishedA