mcp server
webfetch
Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching
Description as published by the maintainer. Source
- version 0.1.3
- active
- retrieval
active — Most recent push to the repository was 2026-07-23. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.
Signals
These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.
| Signal | Value | What it measures | Window | Observed | Source |
|---|---|---|---|---|---|
| GitHub stars | 54 | Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. | cumulative, all time | GitHub | |
| Last commit | 2026-07-23 | Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. | point in time | GitHub | |
| Open issues | 0 | Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. | as of fetch | GitHub | |
| Latest published version | 0.1.3 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-07-19 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| License | MIT | Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. | as of fetch | GitHub | |
| First listed in the MCP Registry | 2026-07-19 | Date this server was first published to the official MCP Registry. Not a usage or quality measure. | point in time | Model Context Protocol | |
| repository status | active | The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. | as of fetch | GitHub |
Where to get it
Related, by what their authors tagged them
-
io.github.aimnis/search
— last commit 2026-08-02, shares rag, semantic-cache, web-search
Collaborative, cache-first web search for agents — cited answers from a shared live-web pool.
-
io.github.CogitatorTech/omni-nli
— last commit 2026-02-23, shares nli
An MCP server for natural language inference
-
ai.groundroute/web-search
— last commit 2026-06-19, shares rag, search-api, web-search
Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.
-
SearchForge
— last commit 2026-07-25, shares rag, search-api, web-search
Free open-source web search and page reading for LLMs, AI agents, and RAG.
-
io.github.auxiliar-ai/auxiliar-mcp
— archived, last commit 2026-07-11, shares search-api, web-search
Eval-backed discovery for the auxiliar.ai gateway — the best web-access provider per job, measured.
-
Airweave Search
— last commit 2026-06-05, shares rag, search-api
MCP server for searching Airweave collections with natural language queries.
-
ai.smithery/TakoData-tako-mcp
— last commit 2026-08-06, shares search-api
Provide real-time data querying and visualization by integrating Tako with your agents. Generate o…
-
SERPdive Web Search
— last commit 2026-07-25, shares search-api
AI-agent web search, answer-ready content. Beats Tavily: 60.7% of quality duels, 20.2% fewer tokens.
-
Firecrawl MCP Server
— last commit 2026-08-08, shares search-api
MCP server for Firecrawl — search, scrape, and interact with the web.
-
ai.exa/exa
— last commit 2026-08-01, shares web-search
Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding
These share tags the maintainers applied themselves, such as rag, semantic-cache, web-search, nli. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.
This is not a recommendation and not a test result. It is a map of what the authors said their work is about.
How the author describes it
Topics the maintainer set on GitHub: agent-memory, agent-skills, agentic-workflow, agents, anthropic, llm, llm-tools, mcp, nli, openai, rag, search-algorithms, search-api, semantic-cache, web-search.
This record as data
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