ragmap (khalidsaidi/ragmap) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

C
Emerging
74/100
2 months ago

ragmap

MapRag is a discovery + routing layer for retrieval. It indexes RAG-capable MCP servers, enriches them with structured metadata, and helps agents (and humans) quickly find the right retrieval server for a task under constraints like citations, freshness, privacy, domain, and latency. MapRag does not do RAG itself. It helps you choose the best RAG tool/server to do the retrieval.

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

khalidsaidi

Source: Glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

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// key findings
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 4 credentials: ADMIN_DASH_PASS, AGENT_EVENT_TOKEN, INGEST_TOKEN, OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
🔐 secretADMIN_DASH_PASS
configADMIN_DASH_USER
🔐 secretAGENT_EVENT_TOKEN
configAGENT_PAYLOAD_MAX_BYTES
configAGENT_PAYLOAD_MAX_EVENTS
configAGENT_PAYLOAD_TTL_HOURS
configAPI_BASE_URL
configCACHE_TTL_MS
configCAPTURE_AGENT_PAYLOADS
configEMBEDDINGS_ENABLED
configGCP_PROJECT_ID
configINGEST_PAGE_LIMIT
🔐 secretINGEST_TOKENH "X-Ingest-Token: $" \
configLOG_LEVEL
configLOG_NOISE
configMCP_AGENT_NAME
configMCP_ALLOWED_ORIGINS
configMCP_PORT
configMCP_SERVER_URL
🔐 secretOPENAI_API_KEYOptional: set in .env (see .env.example) to enable semantic search locally; GET /health will show "embeddings": true.
configOPENAI_EMBEDDINGS_MODEL
configPUBLIC_BASE_URL
configPUBLIC_MCP_URL
configRAGMAP_API_BASE_URL
configRAGMAP_STORAGE
configREACHABILITY_POLICY
configREGISTRY_BASE_URL
configSERVICE_VERSION
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

12/12 tools missing one or more hints — rag_find_servers (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); rag_top_servers (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); rag_get_server (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +9 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool inputs are validated

10/12 tool handlers declare input schemas (83%)

Declare an inputSchema with zod/joi/yup on every tool definition.

Tool handlers catch errors

Only 0/12 tool handlers wrap calls in try/catch (0%)

Wrap each tool handler body in try/catch and return a structured error response.

Tool test coverage

Only 0/12 tools referenced in tests (0%)

Write tests that reference each tool by name so every tool has at least one test.

Domain consistency

npm scope @ragmap doesn't match GitHub owner khalidsaidi

Use the same org name across GitHub, npm, and your homepage so users can verify the publisher.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/khalidsaidi-ragmap-190a2f)](https://m8ven.ai/mcp/khalidsaidi-ragmap-190a2f)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 6e41bf8476207f9c7367c9de0fddf164157ac401
code hash: d99de5fb9346905a24ec947f913051d4a71e0e2b6866af7a1929e17a8fbb9bc5
verified: 6/14/2026, 11:01:20 AM
view raw JSON →
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