Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL)
REMOTE · TITAN-FRAMEWORKS-PRODUCTION.UP.RAILWAY.APP · SCANNED SEP 20
Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs.
Available components
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 Security57
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 10 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability81
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 1805 tokens (~164/item across 11 items; 10 tools + 1 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management17
- Stability observed for 5 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
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 10 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 12 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
How do I install the Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) MCP server?
Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) is a hosted endpoint at https://titan-frameworks-production.up.railway.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 · titan-frameworks-production.up.railway.app
claude mcp add --transport http bebopp187-stack-titan-frameworks 'https://titan-frameworks-production.up.railway.app/mcp'
{
"mcpServers": {
"bebopp187-stack-titan-frameworks": {
"url": "https://titan-frameworks-production.up.railway.app/mcp"
}
}
} {
"servers": {
"bebopp187-stack-titan-frameworks": {
"type": "http",
"url": "https://titan-frameworks-production.up.railway.app/mcp"
}
}
} [mcp_servers.bebopp187-stack-titan-frameworks] url = "https://titan-frameworks-production.up.railway.app/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"bebopp187-stack-titan-frameworks": {
"type": "remote",
"url": "https://titan-frameworks-production.up.railway.app/mcp",
"enabled": true
}
}
} openclaw mcp add bebopp187-stack-titan-frameworks --url 'https://titan-frameworks-production.up.railway.app/mcp' --transport streamable-http
mcp_servers:
bebopp187-stack-titan-frameworks:
url: "https://titan-frameworks-production.up.railway.app/mcp" {
"McpServers": {
"bebopp187-stack-titan-frameworks": {
"Transport": "http",
"Url": "https://titan-frameworks-production.up.railway.app/mcp"
}
}
} assistant mcp add bebopp187-stack-titan-frameworks -t streamable-http -u 'https://titan-frameworks-production.up.railway.app/mcp'
{
"mcpServers": {
"bebopp187-stack-titan-frameworks": {
"type": "http",
"url": "https://titan-frameworks-production.up.railway.app/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
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.
- 20 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.
- 18 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.
- 16 Sept 26 +1
- Stability: unverified → 0.03 ▲ functional
- 15 Sept 26 65
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 20 Sept 2026 · Probed https://titan-frameworks-production.up.railway.app/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=*.up.railway.app | CN=YE1,O=Let's Encrypt,C=US | 29 Jul 2026 | 27 Oct 2026 | ECDSA 256 | ECDSA-SHA384 | 6da79bb561da3efeb0e751ca21abd3999fe |
| SANs: *.up.railway.app, up.railway.app | ||||||
| CN=YE1,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 5ddd70dd31f801c85c186a7a04b80afe |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of titan-frameworks-production.up.railway.app. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| app. | present | 23684 | 8 | Verified |
| railway.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://titan-frameworks-production.up.railway.app/mcp | Verified | 200 | |
| http (plaintext) | http://titan-frameworks-production.up.railway.app/mcp | HTTPS enforced | 301 | https://titan-frameworks-production.up.railway.app/mcp |
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 →
diagnose_framework_error Diagnose Framework Error ~165
Match a stack trace or exception against known deprecated APIs for langchain, llamaindex, ollama, or xrpl and return the replacement plus a fix. Use only when you have an error_log; matched=false means no catalog hit — then search_ai_framework_docs with the failing symbol. Lint source before it crashes with review_framework_code. Not for happy-path syntax (fetch_latest_syntax). Paid tools/call: $0.001 USDC or 1000 drops XRP; read-only, does not execute code.
| Name | Type | Req | Description |
|---|---|---|---|
| error_log | string | yes | Raw traceback or exception text. Paste the error, not a question about it |
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library that threw the error |
| Name | Type | Req | Description |
|---|---|---|---|
| framework | string | yes | – |
| hints | array | yes | – |
| matched | boolean | yes | – |
| matches | array | yes | – |
No examples provided.
draft_xrpl_intent_tx Draft XRPL Intent Transaction ~142
Draft a typed xrpl.js / xrpl-py skeleton for payment, trustline, rlusd, or channel, plus required fields and common tec/tem failure codes. Use when building an XRPL tx; never submits, signs, or moves funds. Prefer fetch_working_example for a full script and review_framework_code to lint Amount/address mistakes. Paid tools/call: $0.001 USDC or 1000 drops XRP.
| Name | Type | Req | Description |
|---|---|---|---|
| intent | string | yes | payment, trustline, rlusd, or channel — what the transaction should do |
| language | string | – | typescript (default) or python |
| Name | Type | Req | Description |
|---|---|---|---|
| failureCodes | array | yes | – |
| hints | array | yes | – |
| intent | string | yes | – |
| language | string | yes | – |
| matched | boolean | yes | – |
| movesFunds | boolean | yes | – |
| notes | array | yes | – |
| requiredFields | array | yes | – |
| skeleton | string | yes | – |
| submits | boolean | yes | – |
| transactionType | string | yes | – |
No examples provided.
fetch_latest_syntax Fetch Latest Syntax ~173
Curated working imports, snippets, and migration notes for one topic (agents, rag, wallet, payment, trustlines, …). Use when writing or migrating a fragment; unknown topics fall back to related doc chunks instead of failing. Prefer fetch_working_example for a complete runnable file, search_ai_framework_docs for open-ended lookup, and diagnose_framework_error for exceptions. Paid tools/call: $0.001 USDC or 1000 drops XRP; read-only catalog.
| Name | Type | Req | Description |
|---|---|---|---|
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library the user is coding against |
| topic | string | yes | One topic word: agents, rag, chat, tools, streaming, wallet, payment, trustlines, channels, rlusd, hooks, or migration |
| Name | Type | Req | Description |
|---|---|---|---|
| framework | string | yes | – |
| imports | array | yes | – |
| migrationNotes | array | yes | – |
| relatedDocs | array | yes | – |
| snippets | array | yes | – |
| topic | string | yes | – |
| versionNote | string | yes | – |
No examples provided.
fetch_working_example Fetch Working Example ~193
Fetch one complete runnable file (filename, install/run, source) for a goal such as agent, rag, chat, payment, or rlusd. Use when fetch_latest_syntax snippets are too small to execute. matched=false means no catalog example — then fetch_latest_syntax. Paid tools/call: $0.001 USDC or 1000 drops XRP; does not execute the example.
| Name | Type | Req | Description |
|---|---|---|---|
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library the example should use |
| goal | string | yes | What to build: agent, rag, chat, lcel, payment, rlusd, trustline, … |
| language | string | – | python or typescript. Omit to take the best match |
| runtime | string | – | openai, ollama, or xrpl-testnet. Omit to take the best match |
| Name | Type | Req | Description |
|---|---|---|---|
| code | string | yes | – |
| filename | string | yes | – |
| framework | string | yes | – |
| goals | array | yes | – |
| hints | array | yes | – |
| id | string | yes | – |
| language | string | yes | – |
| matched | boolean | yes | – |
| run | string | yes | – |
| runtime | string | yes | – |
| versions | array | yes | – |
No examples provided.
list_known_deprecations List Known Deprecations ~131
Return the known-deprecated API catalog (id, old API, replacement, fix) for one framework or all four at once. Use when you want the full deprecation list without a stack trace or source snippet. Prefer diagnose_framework_error when you have an error_log and review_framework_code when you have code. Paid tools/call: $0.001 USDC or 1000 drops XRP; catalog-backed, does not execute code.
| Name | Type | Req | Description |
|---|---|---|---|
| framework | string | – | Optional. One of langchain, llamaindex, ollama, or xrpl. Omit to list every known deprecation |
| Name | Type | Req | Description |
|---|---|---|---|
| count | integer | yes | – |
| deprecations | array | yes | – |
| framework | string | yes | – |
| hints | array | yes | – |
No examples provided.
list_supported_frameworks List Supported Frameworks ~90
List the framework ids this server covers (langchain, llamaindex, ollama, xrpl) with display names, aliases, homepages, and catalog topics. Use when you do not know which framework string to pass. Free tools/call (no x402). Not a docs search (search_ai_framework_docs) and not a deprecation dump (list_known_deprecations). Catalog-backed.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| count | integer | yes | – |
| frameworks | array | yes | – |
| ids | array | yes | – |
No examples provided.
resolve_symbol Resolve Symbol ~146
Map an API name to the current package, install line, import, and call shape (ChatOpenAI, create_agent, VectorStoreIndex, xrpToDrops, …). Use when you know the symbol but not where it lives. Prefer search_ai_framework_docs for concepts and fetch_latest_syntax for topic snippets. Paid tools/call: $0.001 USDC or 1000 drops XRP; catalog-backed.
| Name | Type | Req | Description |
|---|---|---|---|
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library that owns the symbol |
| symbol | string | yes | API name or import path, e.g. ChatOpenAI, ServiceContext, RippleAPI |
| Name | Type | Req | Description |
|---|---|---|---|
| aliases | array | yes | – |
| call | string | yes | – |
| framework | string | yes | – |
| hints | array | yes | – |
| importLine | string | yes | – |
| install | string | yes | – |
| matched | boolean | yes | – |
| note | string | yes | – |
| package | string | yes | – |
| symbol | string | yes | – |
No examples provided.
review_framework_code Review Framework Code ~163
Scan source against known dead APIs (LLMChain, initialize_agent, ServiceContext, ripple-lib, …) and return each hit with replacement plus a unified-diff hunk. Use before running agent-written code; diagnose_framework_error is for after a stack trace. Does not execute or submit. Paid tools/call: $0.001 USDC or 1000 drops XRP; catalog-backed, not LLM-invented.
| Name | Type | Req | Description |
|---|---|---|---|
| code | string | yes | Source to lint before running. Not a stack trace (use diagnose_framework_error) |
| filename | string | – | Optional path used only in unified-diff headers |
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library the snippet is written against |
| Name | Type | Req | Description |
|---|---|---|---|
| framework | string | yes | – |
| hints | array | yes | – |
| issueCount | integer | yes | – |
| issues | array | yes | – |
| matched | boolean | yes | – |
No examples provided.
rewrite_framework_code Rewrite Framework Code ~164
Apply conservative catalog rewrites (imports/identifiers) to a snippet and return the patched file plus a full unified diff. Use when review_framework_code found hits and you want an applyable file. Leftover lists unsafe call-site transforms (e.g. LLMChain(...)) that stay for a human/agent. Does not execute or submit. Paid tools/call: $0.001 USDC or 1000 drops XRP.
| Name | Type | Req | Description |
|---|---|---|---|
| code | string | yes | Source to lint before running. Not a stack trace (use diagnose_framework_error) |
| filename | string | – | Optional path used only in unified-diff headers |
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library the snippet is written against |
| Name | Type | Req | Description |
|---|---|---|---|
| applied | array | yes | – |
| changed | boolean | yes | – |
| code | string | yes | – |
| diff | string | yes | – |
| filename | string | yes | – |
| framework | string | yes | – |
| leftover | array | yes | – |
| notes | array | yes | – |
No examples provided.
search_ai_framework_docs Search AI Framework Docs ~166
Keyword search over a local Markdown index for langchain, llamaindex, ollama, or xrpl; returns compact chunks and never live-crawls. Use for concepts, symbols, or questions; hitCount 0 means no match — shorten the query. Do not use for stack traces (diagnose_framework_error), import/package lookup (resolve_symbol), or copy-paste current syntax (fetch_latest_syntax). Paid tools/call: $0.001 USDC or 1000 drops XRP.
| Name | Type | Req | Description |
|---|---|---|---|
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library the user is coding against |
| query | string | yes | 2–8 keywords or an API symbol. Not a stack trace (use diagnose_framework_error) |
| Name | Type | Req | Description |
|---|---|---|---|
| framework | string | yes | – |
| hitCount | integer | yes | – |
| hits | array | yes | – |
| query | string | yes | – |
No examples provided.
What is the Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) MCP server?
Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) is an MCP server listed in the public MCP registry as io.github.bebopp187-stack/titan-frameworks. Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs. This page covers its hosted endpoint (https://titan-frameworks-production.up.railway.app/mcp).
Is the Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) MCP server safe to use?
Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) scores 68 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 Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) MCP server expose?
Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) exposes 10 tools: review_framework_code, rewrite_framework_code, diagnose_framework_error, resolve_symbol, fetch_working_example, and 5 more. Their descriptions and schemas cost roughly 1,533 tokens of context every time the server is loaded.
Does the Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) MCP server require authentication?
No. We connected to Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) MCP server still maintained?
Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.