webfetch
io.github.firish/webfetch · Status: active
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- Registry name
io.github.firish/webfetch- Package coordinate
pypi:webfetch-llm- Version
0.1.3- Listed in the registry
- 2026-07-19
- Changed in the registry
- 2026-07-19
- First seen by tracevero
- 2026-08-06
- Vendor's website
- https://github.com/firish/webfetch
Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching
Vendor's own description, untranslated and unverified
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin. What the confidence levels mean
Measured values
| Credentials required | no Raw declaration – Required secret variables (raw): confirmed absent Raw declaration – Required secret headers (raw): confirmed absent Source: MCP-Register · collected on 2026-08-06 · derived |
|---|---|
| Execution location | local Raw declaration – Transports (raw): stdio Source: MCP-Register · collected on 2026-08-06 · derived |
| Path argument present | no Raw declaration – Path arguments (raw): confirmed absent Raw declaration – Path environment variables (raw): confirmed absent Source: MCP-Register · collected on 2026-08-06 · derived |
| Repository URL listed | yes Raw declaration – Repository (raw): https://github.com/firish/webfetch Source: MCP-Register · collected on 2026-08-06 · derived |
| Version | 0.1.3 Source: MCP-Register · collected on 2026-08-06 · self-declared |
Position within the holdings
How many of the 24,717 published entries carry the same measured value. A reference figure, not an assessment.
- Credentials requiredno20,455 of 24,717 carry this value (83 %)View these entries
- Execution locationlocal12,180 of 24,717 carry this value (49 %)View these entries
- Path argument presentno24,480 of 24,717 carry this value (99 %)View these entries
- Repository URL listedyes19,247 of 24,717 carry this value (78 %)View these entries
All 4 values together are carried by 8,596 of 24,717 entries.
This entry appears in these selections
- MCP servers without credentials20,455
- Locally executed MCP servers12,180
- MCP servers with a repository URL19,247
- Local MCP servers without credentials9,277
- Local MCP servers with a repository URL11,571
- MCP servers over stdio only9,904
- MCP servers as a PyPI package only3,099
- Local MCP servers as a PyPI package only3,080
- MCP servers available as a package only10,706
- MCP servers with uvx as their only runtime hint1,002
The source's raw values23
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin.
| Environment variables (raw) | BRAVE_API_KEY, SERPER_API_KEY, TAVILY_API_KEY, WEBFETCH_PROVIDER Source: MCP-Register · collected on 2026-08-06 · self-declared |
|---|---|
| Required secret variables (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Transports (raw) | stdio Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Path arguments (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Repository (raw) | https://github.com/firish/webfetch Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Package registries (raw) | pypi Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Required secret headers (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Path environment variables (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Remote URLs (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Remote hosts (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Registry status message (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| First listed in the registry (raw) | 2026-07-19 Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Last changed in the registry (raw) | 2026-07-19 Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Delivery form (raw) | paket Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Repository platform (raw) | github Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Repository subfolder (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Package identifiers (raw) | webfetch-llm Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Package versions (raw) | 0.1.3 Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Runtime hints (raw) | uvx Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Environment variable formats (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Environment variable descriptions (raw) | BRAVE_API_KEY=Optional - adds Brave to the multi-engine fusion. DDG works with no keys at all. · SERPER_API_KEY=Optional - adds Serper (Google results) to the multi-engine fusion. · TAVILY_API_KEY=Optional - adds Tavily to the multi-engine fusion. · WEBFETCH_PROVIDER=Optional - search strategy: multi (RRF fusion of available engines, default), fallback (priority failover), or a single engine name like ddg. Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Icon formats (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
Changes
| 2026-08-16 | Last changed in the registry (raw): – → 2026-07-19 |
|---|---|
| 2026-08-16 | First listed in the registry (raw): – → 2026-07-19 |
| 2026-08-16 | Registry status message (raw): – → – |
| 2026-08-16 | Schema version of the raw record (raw): – → https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json |
| 2026-08-16 | Icon formats (raw): – → – |
| 2026-08-16 | Environment variable descriptions (raw): – → BRAVE_API_KEY=Optional - adds Brave to the multi-engine fusion. DDG works with no keys at all. · SERPER_API_KEY=Optional - adds Serper (Google results) to the multi-engine fusion. · TAVILY_API_KEY=Optional - adds Tavily to the multi-engine fusion. · WEBFETCH_PROVIDER=Optional - search strategy: multi (RRF fusion of available engines, default), fallback (priority failover), or a single engine name like ddg. |
| 2026-08-16 | Environment variable formats (raw): – → – |
| 2026-08-16 | Delivery form (raw): – → paket |
| 2026-08-16 | Remote hosts (raw): – → – |
| 2026-08-16 | Remote URLs (raw): – → – |
These are the 10 most recent changes to this entry. Full history
tracevero · https://tracevero.com/mcp/io-github-firish-webfetch