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MCPs in this comparison

ChromaRedis MCP

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Comparable alternatives

Azure MCP ServerMCP100 RecommendedChrome DevTools MCPMCP100 RecommendedContext7 MCPMCP100 RecommendedGrafana Cloud MCPMCP100 RecommendedGoogle MCP Toolbox for DatabasesMCP100 RecommendedPlaywright MCPMCP100 Recommended

Shown only when capability or industry context overlaps.

Side-by-side MCP evidence comparison
Evidence field	ChromaShortlist candidate	Redis MCPMCP100 Recommended
Task fit
Best for	Teams using Chroma that want MCP-native collection management and retrieval.	Inspecting and manipulating Redis strings, hashes, lists, sets, sorted sets, streams, JSON, and search indexes Development workflows using a dedicated local or test Redis database Redis documentation search and operational investigation
Not ideal for	Users who need a broadly proven, low-risk, fully mature Recommended-grade integration today.	Read-only analytics when write-capable Redis tools cannot be disabled or constrained by ACL Production databases shared with latency-sensitive applications
Avoid when	Avoid high-impact or sensitive production use unless the documented authentication, permissions, rollback, and data handling match your environment.	The Redis credential grants unrestricted access to production keys TLS certificate verification is disabled for a remote Redis connection The agent must not read, overwrite, publish, expire, or delete Redis data
Provenance
Provenance details	First-party MCP github:chroma-core · Publisher source ↗	First-party MCP Redis · Publisher source ↗
Maintenance
Maintenance details	Repo: Not documented Package: Not documented	Repo: Sep 21, 2026 Package: Not documented
Popularity evidence
GitHub stars	601 GitHub stars · checked 2026-10-21	628 GitHub stars · checked 2026-09-24T04:14:26.347000Z
Package downloads / 30 days	125,570 package downloads / 30 days · checked 2026-10-21	No reliable download data
Client coverage
Client coverage details	Not documented	Claude Code✓ Local stdio Claude Desktop✓ Local stdio Codex✓ Local stdio VS Code✓ Local stdio Cursor✓ Local stdio OpenCode✓ Local stdio
Client coverage note	Local stdio runs on your computer. Streamable HTTP connects to a remotely hosted MCP server.
Access and data
Authentication	Chroma Cloud uses an API key; self-hosted HTTP can use custom authentication credentials; local modes may have no network auth.	Supports Redis username/password URLs, individual credential options, TLS through `rediss://`, CA certificate verification, cluster mode, and Microsoft Entra ID authentication for Azure Managed Redis.
Cost	Open-source server; Chroma Cloud, embedding providers and infrastructure may be billable.	The first-party server is open source and the PyPI package documents no MCP usage fee. Redis Cloud, infrastructure, network, container, and AI-client costs remain separate.
Permissions	Can read and mutate collections/data available to the configured Chroma client.	The server can read and write Redis keys and data structures, operate streams and pub/sub, manage search indexes, and inspect server information according to the connected Redis user's ACL. Redis ACL configuration is the effective permission boundary.
Data handling	Vector/document content is stored in the configured local, self-hosted, or Chroma Cloud backend and exposed to the connected AI client.	The stdio server runs locally and sends Redis query inputs and returned key values to the connected MCP client. It connects directly to the configured Redis deployment. Credentials can be supplied in a URI, CLI arguments, or environment variables; avoid embedding them in shareable config and logs.
Limitations
Tradeoffs	Write/index-poisoning risk plus tenant/auth configuration need stronger MCP-specific production evidence.	The server supports a wide Redis data surface, which is useful but makes the database credential the primary security boundary. Running through uvx is simple but `@latest` is mutable; pin a reviewed release for repeatable deployments. Connection URLs are convenient but can expose usernames and passwords in process arguments or client configuration.
Risk context	Write/index-poisoning risk plus tenant/auth configuration need stronger MCP-specific production evidence.	A broad Redis tool set can expose or mutate application state, sessions, queues, cached records, and vector data. Use a dedicated database, a narrowly scoped ACL user, verified TLS, pinned releases, and backups. This review does not claim MCP100 execution testing.
Evidence date
Editorial review	2026-10-21	2026-07-24
Candidate evidence	2026-10-21T00:00:00Z	2026-09-24T04:25:05.554391Z

Popularity, maintenance, fit, permissions, and client support are independent evidence fields.

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