---
bezeichner: "io.github.nisarg-pujara-vectorlink/coalent"
art: "mcp_server"
slug: "io-github-nisarg-pujara-vectorlink-coalent"
paketkoordinate: "pypi:coalent"
status: "aktiv"
homepage: "https://coalent.ai"
erhebungsstand: "2026-10-10T01:17:01.464Z"
namensraum: "io.github.nisarg-pujara-vectorlink"
registerseite: "https://tracevero.com/mcp/io-github-nisarg-pujara-vectorlink-coalent"
abgerufen_am: "2026-10-10"
zugangsdaten_erforderlich: true
ausfuehrungsort: "lokal"
dateisystem_pfadargument: true
quelloffen_einsehbar: true
roh_beschreibung: "Fresh, attributed facts from your sources — cached, and invalidated the moment a source changes."
version: "0.7.0"
roh_umgebungsvariablen: "OPENAI_API_KEY, COALENT_MCP_TOKEN"
roh_geheime_pflichtvariablen: "OPENAI_API_KEY"
roh_transportarten: "stdio"
roh_pfadargumente: "--watch"
roh_repository_url: "https://github.com/Vectorlink-Labs/coalent"
roh_paketquellen: "pypi"
roh_geheime_pflichtkopfzeilen: ""
roh_pfad_umgebungsvariablen: ""
roh_remote_adressen: ""
roh_remote_hosts: ""
roh_statusmeldung: ""
roh_veroeffentlicht_am: "2026-09-16"
roh_aktualisiert_am: "2026-09-16"
roh_schemafassung: "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json"
roh_bereitstellungsform: "paket"
roh_repository_quelle: "github"
roh_repository_unterordner: ""
roh_paketbezeichner: "coalent"
roh_paketversionen: "0.7.0"
roh_laufzeithinweise: "uvx"
roh_umgebungsformate: ""
roh_umgebungsbeschreibungen: "COALENT_MCP_TOKEN=Optional shared secret for --transport http: when set, every HTTP request must carry Authorization: Bearer <token>. Unused over stdio. · OPENAI_API_KEY=Required in folder (--watch) mode for semantic embeddings (text-embedding-3-small) and build synthesis (gpt-4o-mini); the server exits loudly without it rather than degrade. Factory (--cache-factory) mode brings its own models and needs no key."
roh_symbolformate: ""
roh_verbindungswege: "{\"packages\":[{\"registryType\":\"pypi\",\"identifier\":\"coalent\",\"version\":\"0.7.0\",\"runtimeHint\":\"uvx\",\"transport\":\"stdio\",\"environment\":[{\"name\":\"OPENAI_API_KEY\",\"description\":\"Required in folder (--watch) mode for semantic embeddings (text-embedding-3-small) and build synthesis (gpt-4o-mini); the server exits loudly without it rather than degrade. Factory (--cache-factory) mode brings its own models and needs no key.\",\"required\":true,\"secret\":true},{\"name\":\"COALENT_MCP_TOKEN\",\"description\":\"Optional shared secret for --transport http: when set, every HTTP request must carry Authorization: Bearer <token>. Unused over stdio.\",\"required\":false,\"secret\":true}],\"additional_arguments_declared\":true}],\"remotes\":[]}"
---

# Coalent

## Measured values

| Property | Value | Source | Collected on | Level of trust | Raw declaration |
| --- | --- | --- | --- | --- | --- |
| Required secrets declared | true | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_geheime_pflichtvariablen: OPENAI_API_KEY; roh_geheime_pflichtkopfzeilen: |
| Execution location | lokal | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_transportarten: stdio |
| Path argument present | true | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_pfadargumente: --watch; roh_pfad_umgebungsvariablen: |
| Repository URL listed | true | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_repository_url: https://github.com/Vectorlink-Labs/coalent |
| Description (raw) | Fresh, attributed facts from your sources — cached, and invalidated the moment a source changes. | MCP-Register | 2026-08-26T16:45:01.514Z | selbstauskunft |  |
| Declared version | 0.7.0 | MCP-Register | 2026-09-17T01:17:02.009Z | selbstauskunft |  |
| Environment variables (raw) | OPENAI_API_KEY, COALENT_MCP_TOKEN | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft |  |
| Required secret variables (raw) | OPENAI_API_KEY | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft |  |
| Transports (raw) | stdio | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft |  |
| Path arguments (raw) | --watch | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft |  |
| Repository (raw) | https://github.com/Vectorlink-Labs/coalent | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft |  |
| Package registries (raw) | pypi | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft |  |
| Required secret headers (raw) |  | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Path environment variables (raw) |  | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Remote URLs (raw) |  | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Remote hosts (raw) |  | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Registry status message (raw) |  | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| First listed in the registry (raw) | 2026-09-16 | MCP-Register | 2026-09-17T01:17:02.009Z | selbstauskunft |  |
| Last changed in the registry (raw) | 2026-09-16 | MCP-Register | 2026-09-17T01:17:02.009Z | selbstauskunft |  |
| Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Delivery form (raw) | paket | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Repository platform (raw) | github | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Repository subfolder (raw) |  | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Package identifiers (raw) | coalent | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Package versions (raw) | 0.7.0 | MCP-Register | 2026-09-17T01:17:02.009Z | selbstauskunft |  |
| Runtime hints (raw) | uvx | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Environment variable formats (raw) |  | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Environment variable descriptions (raw) | COALENT_MCP_TOKEN=Optional shared secret for --transport http: when set, every HTTP request must carry Authorization: Bearer <token>. Unused over stdio. · OPENAI_API_KEY=Required in folder (--watch) mode for semantic embeddings (text-embedding-3-small) and build synthesis (gpt-4o-mini); the server exits loudly without it rather than degrade. Factory (--cache-factory) mode brings its own models and needs no key. | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Icon formats (raw) |  | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft |  |
| Connection paths (source structure) | {"packages":[{"registryType":"pypi","identifier":"coalent","version":"0.7.0","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"OPENAI_API_KEY","description":"Required in folder (--watch) mode for semantic embeddings (text-embedding-3-small) and build synthesis (gpt-4o-mini); the server exits loudly without it rather than degrade. Factory (--cache-factory) mode brings its own models and needs no key.","required":true,"secret":true},{"name":"COALENT_MCP_TOKEN","description":"Optional shared secret for --transport http: when set, every HTTP request must carry Authorization: Bearer <token>. Unused over stdio.","required":false,"secret":true}],"additional_arguments_declared":true}],"remotes":[]} | MCP-Register | 2026-09-17T01:17:02.009Z | selbstauskunft |  |

## Links

- Namespace: [[namensraum/io-github-nisarg-pujara-vectorlink|io.github.nisarg-pujara-vectorlink]]

---

- Registry page: <https://tracevero.com/mcp/io-github-nisarg-pujara-vectorlink-coalent>
- Retrieved on: 2026-10-10
