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CoreMCP: Connect Legacy Databases to AI Agents via Model Context Protocol. Open-source bridge for LLM data analysis.
A Model Context Protocol (MCP) server, written in Go, that exposes SQL databases as MCP tools and prompts. It runs as a single static binary, embeds its drivers, and talks either stdio (for local MCP clients like Claude Desktop) or an outbound WebSocket (for remote operation behind NAT).
Currently ships with MSSQL (SQL Server 2000+, Turkish_CI_AS collation aware) and PostgreSQL adapters. Firebird is in progress; MySQL is on the roadmap.
CoreMCP is read-only by default. Omitting readonly in a source config leaves SELECT-only mode active; you have to set readonly: false to enable execute_procedure. Even so, the recommended posture is a dedicated DB user with SELECT (and EXECUTE only on the procedures you intend to expose) — defense in depth rather than relying solely on the server-side guard.
Download from the Releases page — linux/amd64, linux/arm64, darwin/{amd64,arm64}, windows/amd64.
One-line installer (Linux/macOS):
curl -fsSL https://get.corebasehq.com | sh
docker pull y11t0/coremcp:latest
Multi-arch image (linux/amd64, linux/arm64).
Requires Go 1.23+.
git clone https://github.com/corebasehq/coremcp.git
cd coremcp
go build -o coremcp ./cmd/coremcp
coremcp.yaml in the working directory:
server:
name: "coremcp-agent"
version: "0.1.0"
transport: "stdio"
port: 8080
logging:
level: "info"
format: "json"
sources:
- name: "my_database"
type: "mssql"
dsn: "sqlserver://username:password@localhost:1433?database=mydb&encrypt=disable"
readonly: true
no_lock: true # READ UNCOMMITTED isolation (WITH (NOLOCK) equivalent)
normalize_turkish: true # Turkish character + mojibake normalization
See coremcp.example.yaml for a fuller example.
MSSQL:
sqlserver://username:password@host:port?database=dbname&encrypt=disable
PostgreSQL:
postgresql://username:password@host:port/dbname?sslmode=disable
Dummy adapter (for testing without a real DB):
dummy://test
| Option | Type | Default | Description |
|---|---|---|---|
name | string | — | Unique source identifier |
type | string | — | Adapter type: mssql, postgres (or postgresql), rest, graphql, dummy |
dsn | string | — | Connection string |
readonly | bool | true | SELECT-only at the config level. Set false explicitly to allow execute_procedure. |
no_lock | bool | false | (MSSQL only) Run SELECTs under READ UNCOMMITTED. Equivalent to WITH (NOLOCK) on every table reference. Eliminates shared lock acquisition on busy OLTP. Trade-off: dirty reads possible. |
normalize_turkish | bool | false | (MSSQL only) Two-way middleware. Outgoing: Turkish characters inside SQL string literals are folded to ASCII uppercase before the query is sent ('Hüseyin' → 'HUSEYIN'). Incoming: Windows-1254 / Windows-1252 mojibake in result strings is auto-corrected. Intended for legacy Turkish ERP databases on Turkish_CI_AS. |
sources:
- name: "oltp_db"
type: "mssql"
dsn: "sqlserver://user:pass@localhost:1433?database=production&encrypt=disable"
readonly: true
no_lock: true
sources:
- name: "erp_db"
type: "mssql"
dsn: "sqlserver://user:pass@localhost:1433?database=LOGO&encrypt=disable"
readonly: true
no_lock: true
normalize_turkish: true
How the Turkish middleware behaves:
| Model emits | Sent to DB | Why |
|---|---|---|
WHERE ADI = 'Hüseyin' | WHERE ADI = 'HUSEYIN' | ERP stores names as uppercase ASCII |
WHERE SEHIR LIKE '%şeker%' | WHERE SEHIR LIKE '%SEKER%' | Ş → S |
WHERE SEHIR = 'İstanbul' | WHERE SEHIR = 'ISTANBUL' | İ → I |
Mojibake correction on inbound rows:
| DB returns | Fixed | Cause |
|---|---|---|
GÐKHAN | GĞKHAN | Win-1254 byte 0xD0 read as Win-1252 |
ÝSTANBUL | İSTANBUL | Win-1254 byte 0xDD read as Win-1252 |
ÞEHİR | ŞEHİR | Win-1254 byte 0xDE read as Win-1252 |
security:
max_row_limit: 1000 # forced LIMIT cap
enable_pii_masking: true
pii_patterns:
- name: "credit_card"
pattern: '\b\d{4}[\s-]?\d{4}[\s-]?\d{4}[\s-]?\d{4}\b'
replacement: "****-****-****-****"
enabled: true
- name: "email"
pattern: '\b[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Z|a-z]{2,}\b'
replacement: "***@***.***"
enabled: true
- name: "turkish_id"
pattern: '\b[1-9]\d{10}\b'
replacement: "***********"
enabled: true
What this enables:
SELECT and WITH pass. DROP, ALTER, UPDATE, DELETE, TRUNCATE, EXEC, OPENROWSET, SELECT…INTO and similar are rejected before reaching the DB. Multi-statement payloads (any ; outside strings/comments) are fatal — stacked-query attacks blocked dialect-independently. Chosen over third-party Go SQL parsers (xwb1989/sqlparser, vitess, cockroachdb) because they fail-closed on T-SQL hints and any "fall through to regex" relaxation is bypassable via EX/**/EC and similar tricks. Treat as one layer, not the only layer — pair with a least-privilege DB role.LIMIT is appended (or wrapped) on every SELECT so a model never streams millions of rows back through the protocol.CoreMCP has two operation modes.
serve)For local MCP clients (Claude Desktop, etc.):
coremcp serve --config coremcp.yaml
stdio is the default transport:
coremcp serve -t stdio
Claude Desktop config (claude_desktop_config.json):
{
"mcpServers": {
"coremcp": {
"command": "/path/to/coremcp",
"args": ["serve", "-c", "/path/to/coremcp.yaml"],
"env": {}
}
}
}
connect)connect opens an outbound WebSocket to a relay (typically CoreBase Cloud) and serves MCP traffic over it. The agent never accepts inbound connections, so it works from inside networks that don't allow inbound 443 (factory floors, corporate VPCs, hospital networks).
coremcp connect --server="wss://api.corebasehq.com/ws/agent" --token="sk_xxx"
Flags:
-s, --server string Relay WebSocket URL (required)
-t, --token string Authentication token (required)
-a, --agent-id string Agent ID (auto-generated if omitted)
-r, --max-reconnect int Max reconnect attempts (default 10; 0 = infinite)
-d, --reconnect-delay duration Delay between reconnect attempts (default 5s)
Example, long-running:
./coremcp connect \
--server="wss://api.corebasehq.com/ws/agent" \
--token="sk_xxx" \
--agent-id="site-istanbul-001" \
--max-reconnect=0
Wire commands supported by the relay protocol:
run_sql — execute SQLget_schema — dump cached schemalist_sources — enumerate configured sourceshealth_check — agent livenessconfig_sync — push updated source configs to the running agentcoremcp/
├── cmd/coremcp/ # CLI entry point
│ ├── main.go
│ ├── root.go
│ ├── serve.go # stdio mode
│ └── connect.go # WebSocket mode
├── pkg/
│ ├── adapter/ # Database adapters
│ │ ├── factory.go
│ │ ├── dummy/
│ │ └── mssql/
│ ├── config/
│ ├── core/ # Shared types, Source interface
│ ├── security/ # Query validation, PII masking
│ └── server/ # MCP server
└── coremcp.yaml
query_databaseArbitrary SQL against a configured source.
source_name (required)query (required)list_tablesTables with column counts, primary keys, foreign key counts.
source_name (required)describe_tableFull schema for one table: columns, types, nullability, PKs, FKs, column comments.
source_name (required)table_name (required)list_viewsAll views with column definitions.
source_name (required)list_proceduresStored procedures with parameter names, types, modes (IN/OUT/INOUT), and a ready-to-copy example call.
source_name (required)execute_procedureCalls a stored procedure with named parameters. Only enabled when readonly: false.
source_name (required)procedure_name (required)params (optional) — JSON object of name/value pairsHardening:
^[a-zA-Z_][a-zA-Z0-9_#@.]*$sql.Named — no string interpolationreadonly: trueExample:
{
"source_name": "erp_db",
"procedure_name": "sp_CiroHesapla",
"params": "{\"StartDate\":\"2024-01-01\",\"EndDate\":\"2024-12-31\"}"
}
Define reusable parameterized queries as first-class MCP tools:
custom_tools:
- name: "get_daily_sales"
description: "Daily sales summary for a given date"
source: "production_db"
query: "SELECT * FROM orders WHERE DATE(created_at) = '{{date}}'"
parameters:
- name: "date"
description: "Date in YYYY-MM-DD format"
required: true
- name: "get_top_customers"
description: "Top N customers by order count"
source: "production_db"
query: "SELECT user_id, COUNT(*) AS order_count FROM orders GROUP BY user_id ORDER BY order_count DESC LIMIT {{limit}}"
parameters:
- name: "limit"
description: "Number of customers to return"
required: true
default: "10"
These get exposed to the model with their declared parameter schema, so the model can call them directly rather than re-deriving the SQL each turn.
database_schema promptOn startup CoreMCP connects to every configured source, scans tables / columns / keys / relationships, and extracts column comments (e.g. MS_Description on MSSQL). The result is exposed as a single MCP prompt that primes the model with schema context — including the comments — so it can write correct queries without manual schema dumps in every conversation.
pkg/adapter/yourdb/.core.Source.pkg/adapter/factory.go.pkg/adapter/dummy/dummy.go is the minimum reference implementation.
list_tables / describe_tableconnect modelist_views, list_procedures, execute_procedure)See CONTRIBUTING.md. Security reports: SECURITY.md.
Apache License 2.0 — see LICENSE.
CoreMCP is the on-prem agent component of CoreBase — memory infrastructure for the AI agents your customers use. CoreBase gives those agents structured access to operational systems (SQL Server 2000+, REST, GraphQL, Slack, Microsoft 365) and layers Corporate Memory on top: the schema relationships, terminology, and proven query patterns that turn raw access into accurate answers.
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