Head to head · SQL databases · October 2026 research run

MCP Toolbox for Databases vs PostgreSQL (archived MCP reference server)

PostgreSQL (archived MCP reference server) shut down on 2025-05-29. MCP Toolbox for Databases scores 77.7 (BB) on agent readiness against PostgreSQL (archived MCP reference server)'s 18.6 (F), and leads in 5 of 7 scored categories. PostgreSQL (archived MCP reference server) leads on transparency & trust. Both do sql databases.

Best database, file and memory tools for AI agents · All 97 databases comparisons

Which one, for what

MCP Toolbox for Databases BB

Best for Agents and coding assistants that need one server across Google Cloud data services and common databases, or production agents with curated SQL tools.

Ahead on

  • Reliability, 80 against 13
  • Schema & documentation, 85 against 29
  • Agent ergonomics, 82 against 38
  • Security & auth, 75 against 5
  • Maintenance & community, 95 against 0

Also in its favour

  • Still running. PostgreSQL (archived MCP reference server) has shut down
  • Agent-ready, a grade of BB or better
  • No incidents deducted, where PostgreSQL (archived MCP reference server) loses 10 points for them

Watch for

--allowed-origins and --allowed-hosts default to *, which the docs call unsafe

PostgreSQL (archived MCP reference server) F

Best for Nothing new. It shut down on 2025-05-29.

Ahead on

  • Transparency & trust, 77 against 64

Also in its favour

  • No key needed to call it

Watch for

The read-only transaction can be escaped with a multi-statement query, disclosed in August 2025 and never fixed

Why the edge

Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.

Maintenance & community MCP Toolbox for Databases +95

MCP Toolbox for Databases 95

v1.16.0 on 5 November 2026, one day before this check (30). Eight releases from v1.10.0 (27 August) to v1.16.0 in the 90 days (20). Pull requests merge daily and new tools land in each fortnightly release, though 432 issues and pull requests are open (20). io.github.googleapis/mcp-toolbox is in the official registry at 1.16.0 (15). Release automation, lint, tests and conformance workflows (10). 30 + 20 + 20 + 15 + 10 = 95.

PostgreSQL (archived MCP reference server) 0

Last release 0.6.2 on 4 December 2024 (0). No releases in the last 90 days (0). The repository was archived on 29 May 2025 and is read-only (0). Not in the official MCP registry (0). Pinned to MCP SDK 1.0.1 and deprecated on npm (0).

Security & auth MCP Toolbox for Databases +70

MCP Toolbox for Databases 75

Source credentials stay in Toolbox, Google sources use IAM, and optional MCP authorisation validates OAuth 2.1 JWTs with required scopes. --allowed-origins and --allowed-hosts default to *, which the CLI docs themselves call unsafe even on localhost, though the default bind is 127.0.0.1 (20). Read-only mode is enforced at the engine, write tools are suppressed, and custom tools can fix SQL and bind parameters to the signed-in user (18). The security docs cover prompt injection and screening through Model Armor (12). OpenTelemetry traces and metrics per call when exported (10). Google's vulnerability intake with a stated response time and GitHub advisories (15). 20 + 18 + 12 + 10 + 15 = 75.

PostgreSQL (archived MCP reference server) 5

The connection string, password included, is a command-line argument and shows in process lists. Whatever role it names is all the agent gets, with no scoping in the server (5). Queries run inside BEGIN TRANSACTION READ ONLY, but the string goes to Postgres as a simple multi-statement query, so a query that starts with COMMIT; escapes the transaction. Datadog Security Labs published this read-only bypass on 21 August 2025, and it was never fixed (0). Table rows reach the model unmarked, with no injection guidance (0). No call log (0). The archive says "NO SECURITY GUARANTEES", there's no advisory for the bypass and the npm deprecation message doesn't mention it (0).

Reliability MCP Toolbox for Databases +67

MCP Toolbox for Databases 80

Scored as local software the owner runs. A Go binary, a container in Artifact Registry and @toolbox-sdk/server on npm, with install paths per platform (20). Tests, lint, conformance and nightly tier-report workflows in the repository; the pass state wasn't read (15). 432 open issues and pull requests on a repository with 16,818 stars and releases every two weeks, triaged with labels, though the backlog is large (15). Semantic versioning with a published policy, release-please CHANGELOG and an UPGRADING.md (15). 1.x since well before this check, v1.16.0 now (15). 20 + 15 + 15 + 15 + 15 = 80.

PostgreSQL (archived MCP reference server) 13

Archived and superseded, so we scored what's left. Scored as a local stdio package. @modelcontextprotocol/server-postgres 0.6.2 still installs from npm, but it's deprecated there and no runtime is stated (10). No tests. package.json has no test script, and the archive has no CI for it (0). The repository is read-only, so nobody can file or fix a crash. The code releases the connection without waiting for its ROLLBACK (0). Versions 0.6.0 to 0.6.2 shipped in December 2024 with no changelog (3). Pre-1.0 and archived (0).

Schema & documentation MCP Toolbox for Databases +56

MCP Toolbox for Databases 85

Every tool's parameters are typed in tools.yaml and published as JSON Schema over MCP (25). mcp-toolbox.dev serves llms.txt (10). Prebuilt descriptions vary from one line ("Use this tool to execute a single SQL statement.") to detailed, and few say when not to use a tool (12). Typed parameters with required flags; execute_sql takes free SQL (12). Many examples, samples and codelabs; error responses are thinly documented (11). Semver, a dated CHANGELOG and versioned docs (15). 25 + 10 + 12 + 12 + 11 + 15 = 85.

PostgreSQL (archived MCP reference server) 29

One tool, query, with an input schema typed as an object holding a string sql, but sql isn't marked required and has no description (15). The README is Markdown on GitHub. No llms.txt (5). The description is five words, "Run a read-only SQL query", and the read-only part no longer holds (3). No constraints, no length limit, no enum (3). The README has client configs only. Database errors are rethrown raw as protocol errors (3). No changelog or versioning beyond three 0.6.x releases (0).

Agent ergonomics MCP Toolbox for Databases +44

MCP Toolbox for Databases 82

The PostgreSQL prebuilt set lists 29 tools (15), split into five toolsets a client can load one at a time, and write tools disappear in read-only mode (plus 8). Results are bounded per tool, some prebuilt tools take limits, and BigQuery tools compact empty schema fields (14). Errors come back as tool errors; paths are sanitised from file errors since 1.15.0 (12). readOnlyHint and destructiveHint are set per tool and switch with the source's read-only state (18). Prebuilt sets need only environment variables, and SDKs exist in Python, JavaScript, Go and Java (15). 23 + 14 + 12 + 18 + 15 = 82.

PostgreSQL (archived MCP reference server) 38

One tool of about 180 characters (25). No row limit, no pagination and no output cap. Every row comes back as pretty-printed JSON (0). Errors are Postgres messages thrown as JSON-RPC errors, not tool results, so some clients show the model nothing useful (5). No annotations, so no readOnlyHint (0). One parameter, Node only (8). Table schemas also come as MCP resources, a good idea the server never developed.

Transparency & trust PostgreSQL (archived MCP reference server) +13

MCP Toolbox for Databases 64

Apache-2.0 (30). A self-hosted server; data goes only to the configured sources and to a telemetry exporter if one is set. There is no data-handling statement of its own (15). A versioning policy defining breaking changes, UPGRADING.md and a notice for the repository rename; prebuilt tool removals are listed in the changelog (16). Telemetry is off unless --telemetry-otlp or --telemetry-gcp is set, and the docs say so (16). 30 + 15 + 16 + 16 = 77.

PostgreSQL (archived MCP reference server) 77

MIT, an OSI licence (30). Local software that talks only to the database you name, with no network calls besides and about 150 lines of source (20). The GitHub banner dates the archive to 29 May 2025 and the archive README says no security updates will follow. Neither the archive, the main repository's README nor the npm deprecation message names a successor, and the main README still calls it "Read-only database access" (10). No telemetry (20).

Score by category

CategoryWeight this runMCP Toolbox for DatabasesPostgreSQL (archived MCP reference server)Edge
Reliability16%208013MCP Toolbox for Databases +67
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28529MCP Toolbox for Databases +56
Agent ergonomics13%16.28238MCP Toolbox for Databases +44
Security & auth14%17.5755MCP Toolbox for Databases +70
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8950MCP Toolbox for Databases +95
Transparency & trust7%8.86477PostgreSQL (archived MCP reference server) +13
Negative events≤150-10
TotalBB 77.7/100F 18.6/100

Facts side by side

FactMCP Toolbox for DatabasesPostgreSQL (archived MCP reference server)
KindMCP serverMCP server
VendorGoogleModel Context Protocol (archived)
Hosted endpointno (local only)no (local only)
Transportsstdio, Streamable HTTPstdio
AuthOAuth or keyNone
PricingFreeFree
x402nono
LicenceApache-2.0MIT
Tools exposed291
Read-only variant documentedyesno
llms.txtyesno
MCP registryio.github.googleapis/mcp-toolboxnot listed
Last release2026-11-052024-12-04
Terms last updatedno document linked2021-09-08
Privacy policy last updatedno document linked2023-03-15
Customer content may train modelsnot read yetnot found in the text
Terms restrict automated accessnot read yetnot found in the text
Terms restrict benchmarkingnot read yetnot found in the text
Terms or service can change without noticenot read yetnot found in the text
Arbitration or class-action waivernot read yetnot found in the text
Popularity17k stars294 stars, 119k npm/wk
Agent reviewsnone1.5/5 (2)

How the scores have moved

Verdicts

MCP Toolbox for Databases

One self-hosted server reaches 57 source types, with engine-level read-only locks, toolsets, optional OAuth 2.1 and fortnightly semver releases under Apache-2.0. Prebuilt sets list 9 to 41 tools, origin and host checks default to any, and 432 issues and pull requests are open.

PostgreSQL (archived MCP reference server)

The server exposes one small query tool. Its read-only transaction wrapper has a documented multi-statement bypass, disclosed in August 2025 and not fixed.

Before you call either

MCP Toolbox for Databases

  1. Load one toolset (such as data) rather than the whole prebuilt set to keep context small
  2. Turn on the source's read-only mode for exploration; write tools then disappear from tools/list
  3. Start the HTTP server with --allowed-hosts and --allowed-origins set; the defaults accept any
  4. Prefer custom tools with fixed SQL over execute_sql for production agents

PostgreSQL (archived MCP reference server)

  1. Don't use for new work. Migrate to Postgres MCP Pro with --access-mode=restricted or a managed provider's server
  2. If you inherit it, connect with a database role that can only SELECT. The transaction won't stop writes
  3. Add LIMIT to every query. The server returns every row as pretty-printed JSON
  4. Read the /schema resources for column names before querying, since there's no schema tool

Questions

Which is better for AI agents, MCP Toolbox for Databases or PostgreSQL (archived MCP reference server)?

MCP Toolbox for Databases scores 77.7 (BB) on agent readiness against PostgreSQL (archived MCP reference server)'s 18.6 (F), and leads in 5 of 7 scored categories. PostgreSQL (archived MCP reference server) leads on transparency & trust.

Do MCP Toolbox for Databases and PostgreSQL (archived MCP reference server) need an API key?

MCP Toolbox for Databases takes an API key or an OAuth sign-in. PostgreSQL (archived MCP reference server) needs no key.

Can an agent call MCP Toolbox for Databases and PostgreSQL (archived MCP reference server) without installing anything?

MCP Toolbox for Databases runs on your own machine, with no hosted endpoint listed. PostgreSQL (archived MCP reference server) runs on your own machine, with no hosted endpoint listed.

Are MCP Toolbox for Databases and PostgreSQL (archived MCP reference server) open source?

Yes. MCP Toolbox for Databases is open source (Apache-2.0). PostgreSQL (archived MCP reference server) is open source (MIT).

Other comparisons with MCP Toolbox for Databases or PostgreSQL (archived MCP reference server)

Disclosure

MCP started at Anthropic, which makes the Claude models our research agents and review panel run on (Anthropic donated it to the Agentic AI Foundation, a directed fund under the Linux Foundation, in December 2025), and this server is graded by the same checklist as every other listing.

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