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Meeba Brain

REMOTE · MEEBA-CONTEXT-MCP-469248886325.US-CENTRAL1.RUN.APP

Repository knowledge graph MCP server for codebase understanding and debugging.

0 this week 86 Trust /100

Last scanned (19 hours ago)

Scores higher than 94% of remote servers

Reachable. Last reached 16 Oct 2026.

Category Code Search and Documentation

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security74
Transport & Reachability100
Schema Quality & AI Usability82
  • AI-judged instruction clarity (excellent).Pass
  • Tool/resource definitions use about 587 tokens (~117/item across 5 items; 5 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
  • No destabilizing schema changes in the last 30 days.Pass
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 5 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 6 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Changelog

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.

  • 28 Sept 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
  • 25 Sept 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 7 Sept 26 0
    • Stability: 0.97 → pass security
  • 26 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 11 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 9 Aug 26 0
    • Stability: unverified → 0.03 ▲ functional
  • 8 Aug 26 0

    First indexed and scored.

Diagnostics

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 16 Oct 2026 · Probed https://meeba-context-mcp-469248886325.us-central1.run.app/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=*.a.run.app CN=WE2,O=Google Trust Services,C=US 18 Sept 2026 11 Dec 2026 ECDSA 256 ECDSA-SHA256 4ca97b845cf478241249000d2b538633
SANs: *.a.run.app, run.app, *.africa-south1.run.app, *.asia-east1.run.app, *.asia-east2.run.app, *.asia-northeast1.run.app, *.asia-northeast2.run.app, *.asia-northeast3.run.app, *.asia-south1.run.app, *.asia-south2.run.app, *.asia-southeast1.run.app, *.asia-southeast2.run.app and 93 more
CN=WE2,O=Google Trust Services,C=US (CA) CN=GTS Root R4,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 ECDSA 256 ECDSA-SHA384 7ff32d6b409d15d5965b05873a7c72e0
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 15 Nov 2023 28 Jan 2028 ECDSA 384 SHA256-RSA 7fe530bf331343bedd821610493d8a1b

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of meeba-context-mcp-469248886325.us-central1.run.app. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
app. present 23684 8 Verified
run.app. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://meeba-context-mcp-469248886325.us-central1.run.app/mcp Verified 200
http (plaintext) http://meeba-context-mcp-469248886325.us-central1.run.app/mcp HTTPS enforced 302 https://meeba-context-mcp-469248886325.us-central1.run.app/mcp
MCP tools · 5 exposed · ~511 tokens

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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
get_callees ~76

Every function/method the given function calls -- what it depends on to do its job. Use this to understand a function's behavior by seeing what it delegates to, before assuming what it does from its name alone.

NameTypeReqDescription
function_namestringyesThe bare function/method name (e.g. "sync_repository").
NameTypeReqDescription
resultstringyes–

No examples provided.

get_callers ~106

Every place in this repo that calls the given function or method -- a COMPLETE list from the parsed call graph, not a best-effort guess. Use this before renaming/changing a function's signature, or when you need to understand a function's blast radius before modifying it.

NameTypeReqDescription
function_namestringyesThe bare function/method name (e.g. "save_user"). If multiple unrelated symbols share this name, results are grouped by which definition they call.
NameTypeReqDescription
resultstringyes–

No examples provided.

get_dependencies ~98

What a specific file imports/depends on. Use this to understand a file's place in the codebase before assuming what's available to it, or before moving/refactoring it.

NameTypeReqDescription
file_pathstringyesRepo-relative path (e.g. "utils/knowledge_graph/graph_builder.py"). Matches by exact path first, then by suffix if no exact match (so "graph_builder.py" alone will still resolve if unambiguous).
NameTypeReqDescription
resultstringyes–

No examples provided.

get_symbol_definition ~118

Finds where a function, class, or method is actually defined in this repo -- exact file, line range, and signature-relevant metadata (async, decorators, docstring if present). Use this before assuming a symbol's location/signature from memory or from a similarly-named symbol in a different file.

NameTypeReqDescription
namestringyesThe bare symbol name (e.g. "get_upstream_impact"), or "ClassName.method_name" for a specific method when the bare name is ambiguous across multiple classes.
NameTypeReqDescription
resultstringyes–

No examples provided.

search_code ~113

Hybrid semantic + keyword search over the connected repository's actual indexed content. Use this for open-ended questions ("where is rate limiting implemented?", "how are uploads validated?") where you don't already know an exact symbol or file name -- for those, use get_symbol_definition or get_dependencies instead, they're more precise.

NameTypeReqDescription
querystringyesNatural-language or keyword description of what you're looking for.
top_kinteger–Max number of results to return (default 8, max 20).
NameTypeReqDescription
resultstringyes–

No examples provided.

Install

How do I install the Meeba Brain MCP server?

Meeba Brain is a hosted endpoint at https://meeba-context-mcp-469248886325.us-central1.run.app/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · meeba-context-mcp-469248886325.us-central1.run.app

# add to Claude Code
claude mcp add --transport http meemoprasad-meeba-brain 'https://meeba-context-mcp-469248886325.us-central1.run.app/mcp'
Common questions

What is the Meeba Brain MCP server?

Meeba Brain is an MCP server listed in the public MCP registry as io.github.meemoprasad/meeba-brain. Repository knowledge graph MCP server for codebase understanding and debugging. This page covers its hosted endpoint (https://meeba-context-mcp-469248886325.us-central1.run.app/mcp).

Is the Meeba Brain MCP server safe to use?

Meeba Brain scores 86 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the Meeba Brain MCP server expose?

Meeba Brain exposes 5 tools: search_code, get_symbol_definition, get_callers, get_callees, get_dependencies. Their descriptions and schemas cost roughly 511 tokens of context every time the server is loaded.

Does the Meeba Brain MCP server require authentication?

No. We connected to Meeba Brain without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the Meeba Brain MCP server still maintained?

Meeba Brain is still listed as active in the MCP registry. We last reached this channel on 16 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.