Ulinzi wa Faragha kwa AI — Inafanya kazi na Claude Desktop, Cursor, na Zana yoyote ya MCP

Unganisha zana zako za AI moja kwa moja na anonym.legal kupitia usafiri wa HTTP — ongeza tu URL na ufunguo wa API. Lugha 48, waendeshaji 6 wa kutokuwa na jina, vikundi vya entity, mapokezi maalum, na funguo za kusimbua binafsi.

Anza Bure Tazama Hati

MCP Server

→ tool_call: anonymize_text

text: "Contact John Smith at john@acme.com"

lang: "en"

⟳ Analyzing... 2 entities found

├ PERSON → "John Smith" (0.97)

└ EMAIL → "john@acme.com" (0.99)

← "Contact <PERSON> at <EMAIL>"

✓ 2 entities anonymized (42ms)

Hatari Iliyojificha katika Kazi ya Kusaidiwa na AI

Kila wakati unapotumia ChatGPT, Claude, au Cursor, unaweza kuwa unashiriki taarifa nyeti. Watumiaji wengi hawatambui kuwa data zao zinatumwa kwa watoa huduma wa AI wa upande wa tatu.

Majina na barua pepe za wateja

Nambari za akaunti za kifedha

Rekodi za matibabu na vitambulisho vya wagonjwa

Siri za biashara na data ya miliki

Why Secure MCP Servers Matter — 2026 Research

8,000+

MCP servers publicly exposed

492

servers with zero authentication

36.7%

vulnerable to SSRF attacks

CVSS 8.8

CVE-2026-25253 severity

MCP servers that handle raw user prompts without PII filtering expose sensitive data to AI models and downstream tool calls. anonym.legal acts as a secure MCP gateway — anonymizing PII before it reaches any other MCP server, AI model, or external API.

Inavyofanya Kazi: Ulinzi wa Moja kwa Moja

Unandika Kawaida

Pamoja na data nyeti

Zana ya AI

Cursor, Claude, nk.

anonym.legal MCP Server

1. Tambua

Pata taarifa nyeti

2. Badilisha

Tumia nafasi za kuingiza

3. Hifadhi

Iliyosimbwa, ya muda mfupi

AI Inashughulikia

Nafasi salama tu za kuingiza

Rejesha Thamani

Data ya awali inarudi

MCP Server inafanya kazi kama kinga ya faragha kati ya zana zako za AI na data nyeti. AI haitawahi kuona taarifa zako halisi.

Nini Kinacholindwa?

Mfumo unagundua na kulinda aina 285+ za taarifa nyeti kiotomatiki

Watu

John Doe, Jane Smith, Dr. Williams

Barua Pepe

john@example.com, info@company.org

Simu

+1-555-1234, (555) 123-4567

Kadi za Mikopo

4532-1234-5678-9010

Anwani

123 Main Street, New York, NY

Tarehe

Januari 15, 2026, 01/15/2026

Taarifa za Matibabu

Kitambulisho cha mgonjwa, nambari za dawa

Vitambulisho vya Kifedha

IBANs, Vitambulisho vya Kodi, nambari za VAT

Vitambulisho vya Kidijitali

Anwani za IP, anwani za MAC, URL

Na Aina 40+ Zaidi

Nambari za leseni, nambari za pasipoti, nk.

Faida Kuu

Inafanya Kazi na Claude Desktop, Cursor na Zana Zote za MCP

Usafiri wa HTTP — ongeza tu URL na ufunguo wa API kwenye usanidi wako. Inafanya kazi na Claude Desktop, Cursor, VS Code, na zana yoyote ya MCP. Node.js haihitajiki.

Waendeshaji 6 wa Kuficha

Chagua njia sahihi: Badilisha, Ficha, Hash (SHA-256/512), Sifre (AES-256), Ficha, au Hifadhi. Tumia waendeshaji tofauti kwa kila aina ya kiumbe.

Vikundi vya Viumbe & Mipangilio

Tumia vikundi vilivyopangwa (UNIVERSAL, FINANCIAL, DACH, FRANCE, NORTH_AMERICA) au tengeneza mipangilio binafsi kwa kuficha kwa njia thabiti kati ya vikao.

Lugha 48 Zinazoungwa Mkono

Inagundua PII kwa Kiingereza, Kijerumani, Kifaransa, Kihispania, Kichina, Kijapani, Kiarabu, na lugha nyingine 41. Msaada wa RTL umejumuishwa.

Funguo za Usimbaji Binafsi

Pakia funguo zako za AES-128/192/256 kwa waendeshaji wa usimbaji. Futa wakati wowote kwa funguo zako. Funguo zinahifadhiwa kwa usalama kwenye akaunti yako.

Usimamizi wa Vikao

Njia ya tokenization yenye vitambulisho vya vikao kwa kuficha inayoweza kurudiwa. Orodhesha, simamia, na futa vikao. Chaguo za kudumu za masaa 24 au siku 30.

Inafanya Kazi na Zana Zako Pendwa za AI

Usafiri wa HTTP — Claude Desktop, Cursor, zana yoyote ya MCP

Cursor IDE

Available

Linda siri za msimbo na data nyeti wakati wa kuandika kwa msaada wa AI kupitia HTTP

Claude Desktop

Available

Usafiri wa HTTP — ongeza URL na ufunguo wa API. Hakuna kuandaa mahali. Ongeza tu kwa claude_desktop_config.json

Endelea (VS Code)

Available

Ulinzi wa ushirikiano wa AI wa kuandika moja kwa moja katika Visual Studio Code kupitia HTTP

Cline (VS Code)

Available

Kuandika kwa nguvu za AI na ulinzi wa faragha wa moja kwa moja kupitia MCP HTTP

Zana yoyote ya MCP

Available

Usafirishaji wa HTTP unaoweza kutiririka unafanya kazi na programu yoyote inayofaa MCP

Sanidi kwa Dakika 2

Usafiri wa HTTP unafanya kazi kwa wateja wote — Claude Desktop, Cursor, na zana yoyote ya MCP

Claude Desktop, Cursor & all MCP tools

Claude Desktop, Cursor, na zana yoyote ya MCP:

1Pata ufunguo wako wa API kutoka Mipango → Upatikanaji wa API
2Fungua faili ya usanidi wa mteja wa MCP
3Ongeza URL https://anonym.legal/mcp na Authorization: Bearer YOUR_KEY
4Anzisha upya zana yako ya AI — zana 7 za faragha zinapatikana!

claude_desktop_config.json / mcp.json

{
  "mcpServers": {
    "anonym-legal": {
      "type": "http",
      "url": "https://anonym.legal/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

HTTP (Cursor, VS Code, nk.):

1Pata funguo yako ya API kutoka Mipangilio → Upatikanaji wa API
2Ongeza URL ya server ya MCP: https://anonym.legal/mcp
3Sanidi kichwa cha Uidhinishaji na token ya Bearer
4Inafanya kazi mara moja — bila Node.js, bila seva ya ndani

mcp_config.json

{
  "mcpServers": {
    "anonym-legal": {
      "type": "http",
      "url": "https://anonym.legal/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

Matumizi

Maendeleo ya Programu

Kagua msimbo unaojumuisha funguo za API, akidi za hifadhidata, na data za wateja bila kufichua siri kwa watoa huduma wa AI.

Mashirika ya Kisheria

Ficha majina ya wateja, nambari za kesi, na maelezo nyeti unapotumia AI kuandaa hati, kuhakikisha faragha ya wakili-mteja.

Huduma za Afya

Changanua maelezo na ripoti za wagonjwa kwa msaada wa AI huku ukihifadhi vitambulisho vya wagonjwa na rekodi za matibabu kuwa faragha kabisa.

Msaada wa Wateja

Shughulikia maswali ya wateja kwa msaada wa AI huku ukilinda moja kwa moja anwani za barua pepe, nambari za simu, na maelezo ya akaunti.

Fedha

Tumia AI kwa uchanganuzi wa ripoti huku ukilinda nambari za akaunti, maelezo ya muamala, na vitambulisho vya wateja.

MCP Server vs Uondoaji wa Mikono

Nafasi	Uondoaji wa Mikono	anonym.legal MCP
Speed	Dakika kwa hati	< 1 sekunde
Usahihi	Hatari ya makosa ya kibinadamu	95%+ usahihi wa AI
Inayoweza Kurudiwa	Hapana - ya kudumu	Ndio - inayoweza kurudiwa kabisa
Matengenezo	Uangalizi wa mara kwa mara	Kiotomatiki
Lugha	Moja kwa wakati mmoja	48 kwa wakati mmoja
Uunganisho	Kopisha/paste mchakato	Bila mshono katika zana zako
Gharama	Wakati wa wafanyakazi	Kuanzia €0/ mwezi

anonym.legal MCP vs. Unprotected MCP

Without a secure MCP server layer, raw PII flows into AI models and all downstream tool calls — including other MCP servers, APIs, and logs. anonym.legal anonymizes data before it leaves your environment.

Capability	Unprotected MCP Server	anonym.legal MCP
PII in AI prompts	Raw names, emails, SSNs sent to LLM	Anonymized tokens sent — originals never leave
Authentication	Often none (492 servers exposed, no auth)	Bearer token + rate limiting on every request
SSRF protection	36.7% vulnerable to SSRF (CVE-2026-25253)	SSRF allowlist enforced — no private IP access
Data to downstream MCPs	Raw PII forwarded to all connected tools	Anonymized before forwarding — zero PII leakage
GDPR / HIPAA compliance	Non-compliant — PII in AI training data risk	Compliant — PII stays encrypted, reversible only by you
Audit trail	No log of what PII was exposed	Session-based tokens with full detokenization audit
Multilingual PII detection	English-only or no detection	285+ entity types across 48 languages

Claude Code — Kaunti ya PII ya Otomatiki

Kuacha kitambulisho cha kila mwaliko kwa otomatiki — hatua sifuri za mwongozo

Kaunti ya Claude Code inakuwezesha kila mwaliko kabla ya kufikia Claude, kuondoa PII na seva ya MCP, na kurudisha thamani asili katika jibu. Mpango mmoja, basi unaendelea kimya katika ujumbe kila mmoja.

Mtumiaji anaandika mwalikoKaunti hutambua PIIKubadilisha na tokensClaude inafanya kazi salamaJibu linabadilishwa

Unda kaunti ya kuacha kitambulisho

Hifadhi kama ~/.claude/hooks/anonymize-prompt.py — inakuwezesha kila tukio la UserPromptSubmit na kuita seva ya MCP.

# ~/.claude/hooks/anonymize-prompt.py
import sys, json, requests, os

data = json.load(sys.stdin)
prompt = data.get("prompt", "")
key = os.environ.get("ANONYM_API_KEY", "")

resp = requests.post("https://anonym.legal/api/mcp/anonymize",
    headers={"Authorization": f"Bearer {key}"},
    json={"text": prompt, "language": "en", "mode": "tokenize"})

if resp.ok:
    result = resp.json()
    data["prompt"] = result["anonymized_text"]
    data["session_id"] = result["session_id"]

print(json.dumps(data))

Unda kaunti ya kurudisha

Hifadhi kama ~/.claude/hooks/deanonymize-response.py — kwa otomatiki kuondoa tokens kutoka jibu la Claude kwa kutumia kitambulisho cha kipindi.

# ~/.claude/hooks/deanonymize-response.py
import sys, json, requests, os

data = json.load(sys.stdin)
response = data.get("response", "")
session_id = data.get("session_id", "")
key = os.environ.get("ANONYM_API_KEY", "")

if session_id:
    resp = requests.post("https://anonym.legal/api/mcp/detokenize",
        headers={"Authorization": f"Bearer {key}"},
        json={"text": response, "session_id": session_id})
    if resp.ok:
        data["response"] = resp.json().get("detokenized_text", response)

print(json.dumps(data))

Andaliza kaunta katika mipango ya Claude Code

Ongeza kaunta zote mbili ~/.claude/settings.json chini ya fungi ya hooks.

// ~/.claude/settings.json
{
  "hooks": {
    "UserPromptSubmit": [
      {
        "hooks": [{"type": "command",
          "command": "python3 ~/.claude/hooks/anonymize-prompt.py"}]
      }
    ],
    "Stop": [
      {
        "hooks": [{"type": "command",
          "command": "python3 ~/.claude/hooks/deanonymize-response.py"}]
      }
    ]
  }
}

Mwongozo kamili wa kaunti Maswali ya kawaida: Kuacha kitambulisho kwa otomatiki katika Claude Code →

Maswali Yanayoulizwa Mara kwa Mara

Ninajifunga vipi na Claude Desktop au Cursor?

Wateja wote hutumia usafiri wa HTTP — ongeza tu URL https://anonym.legal/mcp na ufunguo wako wa API kwa faili ya usanidi wa MCP. Hakuna haja ya Node.js au uongozaji wa ndani. Kwa watumiaji wa Claude Code, mfumo wa kama unaruhusu kutokuwa na jina moja kwa moja kwa kila ombi.

Ni waendeshaji gani wanapatikana?

Waendeshaji 6: Badilisha (data ya uwongo), Ficha (ondoa), Hash (SHA-256/512), Sifre (AES-256 kwa funguo yako), Ficha (ficha sehemu), na Hifadhi (ondoa kutoka kwa kuficha).

Naweza kutumia funguo zangu za usimbaji?

Ndio! Pakia funguo zako za AES (herufi 16/24/32) kutoka kwa akaunti yako au ziingize kwa mikono. Sifre kwa funguo zako, futa baadaye kwa funguo hiyo hiyo. Funguo hazitoki kwenye udhibiti wako.

Vikundi vya viumbe ni vipi?

Makusanyo yaliyopangwa: UNIVERSAL (PII ya kawaida), FINANCIAL (benki), DACH (wakizungumza Kijerumani), FRANCE, NORTH_AMERICA, nk. Huhifadhi muda wa kuunda ni viumbe gani vya kugundua.

Tofauti kati ya hali ya kuficha na tokenize ni ipi?

Hali ya kuficha inafuta PII kwa kudumu. Hali ya tokenize inabadilisha na token zinazoweza kurudiwa na inarudisha session_id. Tumia detokenize_text na session_id ili kurejesha thamani za awali.

Vikao vinavyofanya kazi vipi?

Tokenization inaunda vikao (muda wa masaa 24 au siku 30). Tumia list_sessions kuona vikao vilivyo hai, delete_session kuondoa. Vikao vinahifadhi uhusiano kati ya token na thamani za awali.

Marejeo ya API

Zana 7 zinapatikana kupitia itifaki ya MCP. Operesheni za bure zimewekwa alama na *.

Zana	Maelezo	Gharama
anonym_legal_analyze_text	Gundua viumbe vya PII bila kubadilisha maandiko	2-10+ tokens
anonym_legal_anonymize_text	Fanya maandiko kuwa yasiyo na jina kwa kutumia waendeshaji wanaoweza kubadilishwa	3-20+ tokens
anonym_legal_detokenize_text	Rejesha PII ya awali kutoka kwa maandiko yaliyotokenizwa	1-5+ tokens
anonym_legal_get_balance	Angalia salio la token na mzunguko wa bili	Bure *
anonym_legal_estimate_cost	Kadiria gharama ya token kabla ya usindikaji	Bure *
anonym_legal_list_sessions	Orodhesha vikao vya tokenization vilivyo hai	Bure *
anonym_legal_delete_session	Futa kikao na ramani zake za token	Bure *

Marejeo ya Waendeshaji

Sanidi uanonymization wa kila kiumbe kwa kutumia parameter ya waendeshaji.

Mwendeshaji	Maelezo	Vigezo	Mfano wa Matokeo
replace	Badilisha na thamani ya kawaida	new_value (string, max 100 chars)	<PERSON_1>
redact	Ondoa kwa kudumu	Hakuna	[REDACTED]
hash	Hash ya upande mmoja	hash_type: SHA256 \| SHA512	a3f2b8c1...
encrypt	Usimbaji wa AES-256-GCM	key (16-32 chars)	ENC:base64...
mask	Kuficha wahusika wa sehemu	chars_to_mask, masking_char, from_end	John ****
keep	Hifadhi thamani ya awali	Hakuna	John Smith

Mifano ya Maombi

Chambua Maandishi

{
  "text": "John Smith lives at 123 Main St, New York. SSN: 123-45-6789",
  "language": "en",
  "score_threshold": 0.5,
  "entities": ["PERSON", "LOCATION", "US_SSN"]
}

Fanya Yasiyo na Jina kwa Waendeshaji wa Kila Kiumbe

{
  "text": "John Smith, SSN 123-45-6789, email john@example.com",
  "language": "en",
  "mode": "tokenize",
  "operators": {
    "PERSON": { "type": "replace" },
    "US_SSN": { "type": "mask", "chars_to_mask": 5, "from_end": false },
    "EMAIL_ADDRESS": { "type": "hash", "hash_type": "SHA256" }
  }
}

Jibu (Fanya Yasiyo na Jina)

{
  "anonymized_text": "<PERSON_1>, SSN ***-**-6789, email a3f2b8c1d4e5...",
  "entities_found": 3,
  "tokens_charged": 5,
  "session_id": "sess_abc123",
  "entity_types": { "PERSON": 1, "US_SSN": 1, "EMAIL_ADDRESS": 1 }
}

M codes ya Makosa

Nambari	Maelezo	Suluhisho
400	Vigezo vya ombi si sahihi	Angalia urefu wa maandiko (max 100KB), usanidi wa mwendeshaji
401	API key si sahihi au haipo	Thibitisha API key katika Mipangilio → Upatikanaji wa API
429	Salio la token limeisha	Angalia salio, panda mpango, au subiri kwa ajili ya kurekebisha mzunguko
500	Kosa la seva	Jaribu tena baada ya sekunde chache, wasiliana na msaada ikiwa tatizo linaendelea

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