C
Emerging
74/100
4 hours ago

ContextForge

Federates MCP, A2A, and REST/gRPC APIs with centralized governance, discovery, and observability, optimizing agent and tool calling with plugin support.

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

jetwind

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 6 credentials: OPENAI_API_KEY, AZURE_OPENAI_API_KEY, ANTHROPIC_API_KEY, GOOGLE_API_KEY, WATSONX_API_KEY, MCPGATEWAY_BEARER_TOKEN
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.
configMCP_EVAL_MODELS_CONFIG
🔐 secretOPENAI_API_KEY
🔐 secretAZURE_OPENAI_API_KEY
configAZURE_OPENAI_ENDPOINT
configAZURE_DEPLOYMENT_NAME
🔐 secretANTHROPIC_API_KEY
configAWS_ACCESS_KEY_ID
🔐 secretGOOGLE_API_KEY
🔐 secretWATSONX_API_KEY
configWATSONX_PROJECT_ID
configOLLAMA_BASE_URL
configDEFAULT_JUDGE_MODEL
configAWS_REGION
configWATSONX_URL
configGUNICORN_CMD_ARGS
configGUNICORN_WORKERS
configMARKDOWN_DEFAULT_TIMEOUT
configMARKDOWN_MAX_TIMEOUT
configMARKDOWN_MAX_CONTENT_SIZE
configMARKDOWN_MAX_REDIRECT_HOPS
configMARKDOWN_USER_AGENT
configMCP_BENCHMARK_TOOL_DENYLIST
configLOCUST_LOG_LEVEL
configLLM_PROVIDER
configOPENAI_MODEL
configOPENAI_BASE_URL
configBUILD_UI_ASSETS
configCONTAINER
configMCP_DEBUG
configMCP_DEPLOY_DIR
configPYTEST_CURRENT_TEST
configGITHUB_ACTIONS
configGATEWAY_REPLICAS
configMCG_HOST
configMCG_PORT
🔐 secretMCPGATEWAY_BEARER_TOKENexport =$(python3 -m mcpgateway.utils.create_jwt_token \
configLOG_LEVEL
configFORGE_CONTENT_TYPE
configVALIDATION_MAX_JSON_DEPTH
configDEFAULT_PASSTHROUGH_HEADERS
configALLOWED_ORIGINS
configSQLALCHEMY_ECHO
configMCP_TESTING
configREVERSE_PROXY_GATEWAY
configHOSTNAME
configSystemDrive
configCONCURRENCY
configMCP_TOOL_CALL_TIMEOUTexport =120
configMCP_SERVER_URLexport =http://localhost:4444/servers/UUID_OF_SERVER_1/mcp
configMCP_AUTHexport ="Bearer ${MCPGATEWAY_BEARER_TOKEN}"
configMCP_WRAPPER_LOG_LEVELexport =DEBUG # or OFF to disable logging
// 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

131/131 tools missing one or more hints — judge.evaluate_response (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); judge.pairwise_comparison (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); judge.rank_responses (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +128 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 test coverage

43/131 tools referenced in tests (33%)

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

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 3 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/jetwind-mcp-context-forge-27e478)](https://m8ven.ai/mcp/jetwind-mcp-context-forge-27e478)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 57c608434b090c943993b5e64379644749e8ccd4
code hash: abbab8514d0721d9405d983490fbf6f300c0155d02ea2fe3a1d721d5b6d94cbd
verified: 8/19/2026, 7:00:39 PM
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