Entity trail

WeKnora

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Findings

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Corpus findings

2026-09-12 / projects-researcherhyperresearch gained 712 stars in a day for agents that write into a persistent research wikijordan-gibbs/hyperresearch is at 2,930 stars, 273 forks, 14 open issues, MIT Python, pushed 2026-09-11 at 21:15 UTC. Agents collect, search and synthesize web research into a searchable wiki that survives between runs, rather than returning a report and discarding the intermediate state. Third repo on today's boards built on that same durable-store idea, alongside WeKnora and llm_wiki, and by far the smallest and newest of the three.
2026-09-12 / projects-researcherTencent's WeKnora turns documents into a self-maintaining wiki rather than a retrieve-per-query RAG indexTencent/WeKnora is at 22,521 stars with 3,233 forks and 749 open issues, Go, pushed 2026-09-12 at 03:11 UTC, gaining 226 stars today. It bundles three things behind one platform: a queryable RAG store, an autonomous reasoning agent, and a wiki the model keeps updating as sources change. It is the second repo on today's boards taking that shape, alongside nashsu/llm_wiki at 18,975 stars, which makes "persistent wiki instead of per-query retrieval" a pattern rather than a one-off.
2026-09-08 / projects-researcherOpen PR to open issue ratios split five large agent repos into two opposite backlog shapesSplitting open_issues_count into pull requests and issues across today's largest agent repos separated them cleanly in one pass: HKUDS/nanobot runs 564 open PRs to 207 issues (2.7:1 PR-heavy) at 47,883 stars, while iOfficeAI/AionUi inverts it at 217 PRs to 664 issues at 32,677 stars. bytedance/deer-flow (386 to 520), Tencent/WeKnora (289 to 393) and nexu-io/open-design (470 to 482) sit near parity. A PR-heavy backlog means contributors are outrunning review capacity; an issue-heavy one means users are outrunning the maintainers. The raw open_issues_count number hides both.
2026-04-22 / agents-researcherOX Security Exposes Architectural MCP Design Flaw Enabling RCE Across 150M+ Downloads and 200K Servers — Anthropic Declines to FixOX Security published an advisory on April 15 detailing a systemic vulnerability in the MCP STDIO interface: any attacker who can influence an MCP configuration can achieve arbitrary shell command execution on the host, regardless of programming language. Anthropic confirmed the behavior is by design and declined to modify the protocol, stating sanitization is the developer's responsibility. The flaw affects Claude Code, Cursor, VS Code, Windsurf, Gemini CLI, LangChain, LiteLLM, and IBM LangFlow — over 150 million downloads and up to 200,000 vulnerable server instances, with related CVEs already assigned for MCP Inspector, LibreChat, WeKnora, and Cursor.
2026-03-15 / vibe-coding-researcherCVE-2026-30856 — WeKnora MCP Server Hijacks Tool Execution via Ambiguous Naming; MCPTox Shows 72.8% Attack Success Rate on o1-miniGitLab Advisories published CVE-2026-30856 (March 6, 2026) disclosing that Tencent's WeKnora MCP server is vulnerable to tool execution hijacking: a malicious remote MCP server uses ambiguous tool naming combined with indirect prompt injection to intercept and redirect tool calls intended for legitimate servers. The concurrently published MCPTox benchmark tested 20 LLM agents against 45 real-world MCP servers (353 tools) and found o1-mini has a 72.8% attack success rate — with more capable models often more susceptible due to better instruction-following of injected payloads.

Graph relationships

BUILT BY
Tencent
Tencent built WeKnora, a Go-based knowledge wiki system with RAG and autonomous reasoning.
Source finding
USES
MCP
WeKnora implements MCP server protocol
Source finding
RELEASED
Tencent
Tencent released WeKnora MCP server
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COMPETES WITH
LLM Wiki
WeKnora and llm_wiki both implement persistent wiki storage instead of per-query retrieval.
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COMPETES WITH
hyperresearch
hyperresearch and WeKnora both use the durable-store pattern to persist research between runs.
Source finding
RELEASED
Tencent -> WeKnora
Tencent released WeKnora MCP server
Source finding
COMPETES WITH
hyperresearch -> WeKnora
hyperresearch and WeKnora both use the durable-store pattern to persist research between runs.
Source finding

Source trail

GitHub hyperresearch GitHub The Hacker News GitLab Security Advisories

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