RAGMap MCP
NPM · @KHALIDSAIDI/RAGMAP-MCP · 2 COMPONENTS · SCANNED AUG 3
Discover and recommend retriever MCP servers. Includes top picks and install config tools.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →
Supply Chain Security87
- No malware found by supply-chain analysis.Pass
- Only part of the dependency tree could be resolved (96 of 100), so this covers what we could see, not the whole tree.Partial
- No install/post-install scripts declared.Pass
- Only part of the dependency tree could be resolved (96 of 100), so this covers what we could see, not the whole tree. View diagnostics → Partial
Provenance & Transparency45
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 71 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability49
- AI-judged instruction clarity (fair).Partial
- Tool/resource definitions use about 353 tokens (~58/item across 6 items; 6 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management23
- Stability observed for 7 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage67
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
npm · @khalidsaidi/ragmap-mcp
claude mcp add khalidsaidi-ragmap -- npx -y @khalidsaidi/ragmap-mcp
codex mcp add khalidsaidi-ragmap -- npx -y @khalidsaidi/ragmap-mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"khalidsaidi-ragmap": {
"type": "local",
"command": [
"npx",
"-y",
"@khalidsaidi/ragmap-mcp"
],
"enabled": true
}
}
} openclaw mcp add khalidsaidi-ragmap --command npx --arg -y --arg @khalidsaidi/ragmap-mcp
mcp_servers:
khalidsaidi-ragmap:
command: "npx"
args: ["-y", "@khalidsaidi/ragmap-mcp"] {
"mcpServers": {
"khalidsaidi-ragmap": {
"command": "npx",
"args": [
"-y",
"@khalidsaidi/ragmap-mcp"
]
}
}
} Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 2 Aug 26 +55
- Provenance: unverified → fail ▼ security
- Install scripts: unverified → pass ▲ security
- Known CVEs: unverified → partial ▲ security
- Malware scan: unverified → pass ▲ security
- MCP protocol: unverified → pass ▲ functional
- Maintenance: unverified → pass ▲ functional
- Stability: unverified → 0.20 ▲ functional
- Dependency health: unverified → partial ▲ functional
- Schema quality: unverified → fair ▲ functional
- License: unverified → pass ▲ functional
- Tool coverage: unverified → 100 ▲ functional
- Licence: MIT functional
- 1 Aug 26 −13
- Tool coverage: 100 → unverified ▼ functional
- 31 Jul 26 −6
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 30 Jul 26 −18
- Tool coverage: 100 → unverified ▼ functional
- 28 Jul 26 +18
- Tool coverage: unverified → 100 ▲ functional
- First check of Tool coverage: 0 functional
- First check of Schema quality: unverified functional
- First check of Schema quality: fail functional
- First check of Schema quality: pass functional
- 27 Jul 26 24
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 3 Aug 2026 · Analysed npm/@khalidsaidi/[email protected]
Provenance none
Ecosystem: npm · Outcome: none
Dependencies 96 packages
96 packages in the resolved dependency tree · 96 deprecated · 29 stale.
The dependency tree was only partially resolved, so these counts may be incomplete.
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
rag_explain_score Explain score ~50
Explain RAGMap scoring for a server. Use the registry server name, e.g. io.github.khalidsaidi/ragmap for RAGMap.
| Name | Type | Req | Description |
|---|---|---|---|
| name | string | yes | — |
No output schema declared.
No examples provided.
rag_find_servers Find RAG MCP servers ~116
Search/filter RAG-related MCP servers from the RAGMap subregistry.
| Name | Type | Req | Description |
|---|---|---|---|
| categories | array | — | — |
| citations | boolean | — | — |
| hasRemote | boolean | — | — |
| limit | integer | — | — |
| localOnly | boolean | — | — |
| minScore | integer | — | — |
| query | string | — | — |
| reachable | boolean | — | — |
| reachableMaxAgeHours | integer | — | — |
| registryType | string | — | — |
| serverKind | string | — | — |
| transport | string | — | — |
No output schema declared.
No examples provided.
rag_get_install_config Get install config ~31
Get copy-ready Claude Desktop and generic MCP host config for a server.
| Name | Type | Req | Description |
|---|---|---|---|
| name | string | yes | — |
No output schema declared.
No examples provided.
rag_get_server Get server ~53
Fetch a server record by registry name (latest version). Use the exact name from the registry, e.g. io.github.khalidsaidi/ragmap for RAGMap.
| Name | Type | Req | Description |
|---|---|---|---|
| name | string | yes | — |
No output schema declared.
No examples provided.
rag_list_categories List categories ~20
List all RAG categories known to RAGMap.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
rag_top_servers Top recommended servers ~83
Get top recommended retriever MCP servers with smart defaults.
| Name | Type | Req | Description |
|---|---|---|---|
| categories | array | — | — |
| hasRemote | boolean | — | — |
| limit | integer | — | — |
| localOnly | boolean | — | — |
| minScore | integer | — | — |
| reachable | boolean | — | — |
| reachableMaxAgeHours | integer | — | — |
| serverKind | string | — | — |
No output schema declared.
No examples provided.