Mirobody
Lab results to LOINC codes and UCUM units, symptoms and diagnoses to ICPC-3. Offline, no API key.
Description from the maker (original English)
Read-only Postgres ops/DBA diagnostics: slow queries, EXPLAIN, locks, index and table health.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
PGMCP_DATABASE_URLValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
claude mcp add pgmcp --env PGMCP_DATABASE_URL=your-value -- docker run -i --rm -e PGMCP_DATABASE_URL ghcr.io/pascalallen/pgmcp:1.1.0Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"pgmcp": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"PGMCP_DATABASE_URL",
"ghcr.io/pascalallen/pgmcp:1.1.0"
],
"env": {
"PGMCP_DATABASE_URL": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"pgmcp": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"PGMCP_DATABASE_URL",
"ghcr.io/pascalallen/pgmcp:1.1.0"
],
"env": {
"PGMCP_DATABASE_URL": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account pascalallen, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: PGMCP_DATABASE_URL
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.1.0) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Docker, MCPB on your computer.
In the same category: Mirobody, FHIR MCP Server, Google Health MCP
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Lab results to LOINC codes and UCUM units, symptoms and diagnoses to ICPC-3. Offline, no API key.
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pgmcp is a read-only PostgreSQL ops/DBA server for the Model Context Protocol, built on the official modelcontextprotocol/go-sdk. It answers the questions a DBA asks during an incident — which statements are slow, why this plan is slow, which indexes are dead weight, which tables autovacuum has fallen behind on, who is blocking whom, how far the standby is lagging — and it is read-only by construction rather than by convention: a dedicated database role that holds no write privilege, a BEGIN READ ONLY transaction with a statement timeout around every single statement, and a SQL parser guard that rejects anything that is not one SELECT/EXPLAIN/SHOW and every function that could mutate state from inside a read-only transaction. Tested against PostgreSQL 16; requires 13 or later.
Claude Desktop, one click: download pgmcp_ .mcpb from Releases and open it. Claude Desktop asks for a Postgres connection string, keeps it in the OS keychain, and launches the bundled binary itself — nothing on PATH, no config file to edit. One bundle covers macOS (universal) and Windows (x64).
Otherwise download a binary for your platform from Releases — darwin, linux and windows, amd64 and arm64, with checksums.
Or build from source with the Go CLI tool go:
go install github.com/pascalallen/pgmcp/cmd/pgmcp@latest
Or run the released image, which is distroless, non-root and multi-arch:
docker run --rm -i -e PGMCP_DATABASE_URL='postgres://…' ghcr.io/pascalallen/pgmcp
pgmcp is listed in the MCP Registry as io.github.pascalallen/pgmcp.
Before you point it at anything, create the read-only role — see Database role. It is the layer that still holds if the other two have a bug.
One MCP surface, two transports. Which one you run is configuration, not a different build.
Claude Code, stdio — the client launches the binary and talks over stdin/stdout:
claude mcp add pgmcp --transport stdio \
--env PGMCP_DATABASE_URL='postgres://pgmcp:…@db.internal:5432/app?sslmode=require' \ -- pgmcp
Claude Desktop, stdio — install the .mcpb bundle from Releases (see Installation), or write the same thing into claude_desktop_config.json by hand:
{
"mcpServers": { "pgmcp": { "command": "pgmcp", "env": { "PGMCP_DATABASE_URL": "postgres://pgmcp:…@db.internal:5432/app?sslmode=require" } } } }
HTTP — Streamable HTTP behind a static bearer key, for a shared deployment. pgmcp speaks plain HTTP and never terminates TLS itself; run it on loopback behind a reverse proxy.
PGMCP_DATABASE_URL='postgres://pgmcp:…@db.internal:5432/app?sslmode=require' \
PGMCP_AUTH_MODE=static \ PGMCP_API_KEYS="$(openssl rand -hex 32)" \ pgmcp --transport http --listen 127.0.0.1:8080
claude mcp add pgmcp --transport http https://pgmcp.example.com/mcp \
--header "Authorization: Bearer "
TLS termination, the proxy settings the streaming transport needs, JWT auth against an identity provider, and wiring pgmcp up as a claude.ai custom connector are all in docs/DEPLOYING.md.
| Tool | The question it answers |
|---|---|
top_queries | Which statements are slow or expensive server-wide? Ranks pg_stat_statements by total time, mean time, calls, rows or blocks read. |
explain | Why is *this* statement slow? Plan tree, the nodes burning the most self time, plan warnings, and a stable plan_hash to diff against a later run. |
index_health | Which indexes can I drop, and which are missing their job? Never-scanned, duplicate, invalid and bloated indexes. |
table_health | Where is autovacuum falling behind? Dead-tuple ratio, last vacuum/analyze, sequential versus index scans and estimated bloat, per table. |
lock_waits | Why is this query hanging? The current lock wait graph — who is blocked, who blocks them, and any cycle that amounts to a deadlock. |
connections | What is the server doing right now, and how close is it to max_connections? Backends grouped by state, wait event, application, user or database, including idle-in-transaction sessions. |
replication | How far behind is the standby, and which slot is retaining WAL? Primary/standby role, per-standby lag in bytes and milliseconds, slots and the current WAL rate. |
config_check | Is this server tuned sanely? pg_settings against memory, autovacuum, WAL and connection heuristics, with an ok/review/warn verdict and a note per setting. |
query | Everything the other eight do not cover. One read-only SELECT/EXPLAIN/SHOW in a READ ONLY transaction, bounded by a row cap and a statement timeout, with $1..$n bind parameters. |
Every tool is annotated readOnlyHint: true, destructiveHint: false, idempotentHint: true, openWorldHint: false, and returns a typed output schema.
query is the only tool that carries free-form SQL, and it is optional. --disable-query drops it from the catalogue entirely — a deployment that only needs the eight diagnostics tools can run without any ad hoc SQL surface at all. --query-schemas=public,app restricts it to named schemas instead — and bounds explain with it, since analyze=true executes the statement; read what that does and does not stop in docs/SECURITY.md.
| Resource | Contents |
|---|---|
pgmcp://overview | The server snapshot to start from: version, uptime, recovery state, installed extensions, per-database sizes, cache hit ratio, and connections against max_connections. Cacheable for 30s. |
pgmcp://settings | The raw pg_settings rows. Cacheable for 5m. |
| Prompt | Arguments | Purpose |
|---|---|---|
diagnose_slow_query | sql (required) | A four-step investigation: explain the statement, check index_health/table_health on every schema in the plan's hot nodes, look for it in top_queries, then summarize root cause, evidence and a recommended index or rewrite — written out as text only, never run. |
Every setting has a --flag and a PGMCP_ environment variable. Flags win over the environment, which wins over the default. Configuration errors exit 2 with every offending key named in one message; runtime failures exit 1.
| Flag | Env | Default | Meaning |
|---|---|---|---|
--database-url | PGMCP_DATABASE_URL | — (required) | Postgres connection string |
--transport | PGMCP_TRANSPORT | stdio | stdio or http |
--listen | PGMCP_LISTEN | 127.0.0.1:8080 | HTTP listen address |
--resource-url | PGMCP_RESOURCE_URL | — | Public origin this server is reachable at, for OAuth resource metadata |
--auth-mode | PGMCP_AUTH_MODE | none | none, static or jwt (HTTP only) |
--api-keys | PGMCP_API_KEYS | — | Comma-separated static API keys, required for static |
--jwks-url | PGMCP_JWKS_URL | — | JWK set URL, required for jwt |
--jwt-issuer | PGMCP_JWT_ISSUER | — | Required iss claim, required for jwt |
--jwt-audience | PGMCP_JWT_AUDIENCE | — | Required aud claim, required for jwt |
--auth-servers | PGMCP_AUTH_SERVERS | — | Comma-separated OAuth authorization servers to advertise via RFC 9728 |
--disable-query | PGMCP_DISABLE_QUERY | false | Drop the ad hoc query tool entirely |
--query-schemas | PGMCP_QUERY_SCHEMAS | — | Comma-separated schemas the query and explain tools may read; unset disables the allowlist |
--max-conns | PGMCP_MAX_CONNS | 4 | Maximum Postgres connections |
--call-timeout | PGMCP_CALL_TIMEOUT | 60s | Per-tool-call timeout |
--rate-limit | PGMCP_RATE_LIMIT | 60 | Tool calls per principal per minute (HTTP only) |
--max-output-bytes | PGMCP_MAX_OUTPUT_BYTES | 1048576 | Cap on a tool call's structured content |
--log-level | PGMCP_LOG_LEVEL | info | debug, info, warn or error |
--log-format | PGMCP_LOG_FORMAT | text | text or json |
--insecure-no-auth | PGMCP_INSECURE_NO_AUTH | false | Allow auth-mode=none on a non-loopback listen address |
--version | — | — | Print the version and exit |
The auth block applies to the HTTP transport only. Over stdio the operating system decides who the caller is: the parent process that launched the binary, and nobody else.
pg_monitor plus SELECT, and deliberately *not* pg_signal_backend); BEGIN READ ONLY with SET LOCAL statement_timeout and lock_timeout = '2s' around every statement the adapter runs, always rolled back; and a parser-level guard, because a read-only transaction alone does not stop pg_terminate_backend, pg_read_file, pg_sleep or setval.SELECT, EXPLAIN or SHOW; no nested write statement anywhere in the tree; no FOR UPDATE/FOR SHARE locking clause; no SELECT INTO; and no call to a denied function — file access, backup and WAL control, replication slots, advisory locks, dblink, sequence mutation, stats resets.--query-schemas matches the schemas qualifying *table references* in the parsed statement, case-insensitively, and it bounds both tools that carry caller-supplied SQL — query and explain, so explain with analyze=true cannot execute against a schema you excluded. A view, a set-returning function, or a SECURITY DEFINER function inside an allowed schema can still read outside it. Database privileges are the boundary; the allowlist just narrows the obvious path.alg=none, no HMAC confusion) and a required iss, aud and exp, and the verifier holds no keys until the JWKS arrives, so it starts closed rather than open. RFC 9728 protected resource metadata advertises where to get a token. The server refuses to start on a non-loopback address with auth off.query tool, a cap on a result's structured content, and a 1 MiB request body limit.The threat model, the full enumeration of the layers, and the limitations each one does *not* cover are in docs/SECURITY.md.
Run the test suite with the race detector and coverage:
go test -race -cover ./...
Integration tests need a Postgr
Only the beginning is shown; read the rest in the repo