Tools for Agents
REMOTE · API.TOOLSFORAGENTS.TOOLS
Decision Layer for AI Agents — 58+ tools, Advisor, MCP. Free key: POST /v1/register {}.
Available components
Last scanned (11 hours ago)
Scores higher than 69% of remote servers
Reachable. Last reached 5 Nov 2026.
Category Search and Retrieval
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 Security63
- 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 107 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
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- 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 Usability73
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (fair).Partial
- Tool/resource definitions use about 3469 tokens (~32/item across 108 items; 107 tools + 1 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 Coverage75
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 26% of tool parameters carry a description.Partial
Tool Safety75
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- 0 of 4 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "truncate_context" implies "truncate" and declares no destructiveHint at all, which the MCP spec reads as destructive by default. See how to fix → Fail
- An AI judge read all 109 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
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.
- 5 Nov 26 +54
- Injection markers: unverified → pass ▲ security
- Stability: unverified → pass ▲ security
- HSTS header: fail → pass ▲ security
- Transport: fail → pass ▲ security
- Authorization: Authorisation not fully verified: no authorisation is required to call this server, and 107 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. security
- Endpoint reachability: not serving MCP → reachable ▲ functional
- Tool coverage: unverified → 100 ▲ functional
- Schema quality: unverified → 100 ▲ functional
- MCP protocol: unverified → pass ▲ functional
- 4 Nov 26 −54
- Endpoint reachability: reachable → not serving MCP ▼ security
- Stability: pass → unverified ▼ security
- Tool safety: pass → unverified ▼ security
- Transport: pass → fail ▼ security
- HSTS header: pass → fail ▼ security
- Authorization: Authorisation not yet verified: we couldn't confirm whether this endpoint requires it. security
- Schema quality: 100 → unverified ▼ functional
- Capabilities: pass → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- 30 Oct 26 +54
- Injection markers: unverified → pass ▲ security
- Stability: unverified → pass ▲ security
- HSTS header: fail → pass ▲ security
- Transport: fail → pass ▲ security
- Authorization: Authorisation not fully verified: no authorisation is required to call this server, and 107 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. security
- Endpoint reachability: not serving MCP → reachable ▲ functional
- Tool coverage: unverified → 100 ▲ functional
- Schema quality: unverified → 100 ▲ functional
- MCP protocol: unverified → pass ▲ functional
- 27 Oct 26 −54
- Endpoint reachability: reachable → not serving MCP ▼ security
- Stability: pass → unverified ▼ security
- Tool safety: pass → unverified ▼ security
- Transport: pass → fail ▼ security
- HSTS header: pass → fail ▼ security
- Authorization: Authorisation not yet verified: we couldn't confirm whether this endpoint requires it. security
- Schema quality: 100 → unverified ▼ functional
- Capabilities: pass → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- 22 Oct 26 +54
- Injection markers: unverified → pass ▲ security
- Stability: unverified → pass ▲ security
- HSTS header: fail → pass ▲ security
- Transport: fail → pass ▲ security
- Authorization: Authorisation not fully verified: no authorisation is required to call this server, and 107 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. security
- Endpoint reachability: not serving MCP → reachable ▲ functional
- Tool coverage: unverified → 100 ▲ functional
- Schema quality: unverified → 100 ▲ functional
- MCP protocol: unverified → pass ▲ functional
- 20 Oct 26 −54
- Endpoint reachability: reachable → not serving MCP ▼ security
- Stability: pass → unverified ▼ security
- Tool safety: pass → unverified ▼ security
- Transport: pass → fail ▼ security
- HSTS header: pass → fail ▼ security
- Authorization: Authorisation not yet verified: we couldn't confirm whether this endpoint requires it. security
- Schema quality: 100 → unverified ▼ functional
- Capabilities: pass → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- 28 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
- 26 Sept 26 0
- Server version: unknown → 1.28.1 functional
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 5 Nov 2026 · Probed https://api.toolsforagents.tools/mcp/ · Declared URL https://api.toolsforagents.tools/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=toolsforagents.tools | CN=WE1,O=Google Trust Services,C=US | 21 Sept 2026 | 20 Dec 2026 | ECDSA 256 | ECDSA-SHA256 | 46310f907426c3b113ac413eea7751cd |
| SANs: toolsforagents.tools, *.toolsforagents.tools | ||||||
| CN=WE1,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 | 7ff31977972c224a76155d13b6d685e3 |
| 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 api.toolsforagents.tools. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| tools. | present | 13831 | 8 | Verified |
| toolsforagents.tools. | 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 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=31536000; includeSubDomains |
| x-content-type-options | nosniff |
| x-frame-options | DENY |
| referrer-policy | strict-origin-when-cross-origin |
| permissions-policy | camera=(), microphone=(), geolocation=() |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 3 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://api.toolsforagents.tools/mcp | Redirected | 307 | https://api.toolsforagents.tools/mcp/ |
| streamable-http · followed | https://api.toolsforagents.tools/mcp/ | Verified | 200 | |
| http (plaintext) | http://api.toolsforagents.tools/mcp | HTTPS enforced | 301 | https://api.toolsforagents.tools/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 →
advisor ~31
Agent Advisor — workflow + cost estimate (free).
| Name | Type | Req | Description |
|---|---|---|---|
| goal | string | yes | – |
| optimizer | string | – | – |
No output schema declared.
No examples provided.
agent_research ~32
Research: search → extract → summarize.
| Name | Type | Req | Description |
|---|---|---|---|
| max_sources | integer | – | – |
| query | string | yes | – |
No output schema declared.
No examples provided.
base64_decode ~27
Decode base64 to text
| Name | Type | Req | Description |
|---|---|---|---|
| encoded | string | yes | Base64 string to decode |
No output schema declared.
No examples provided.
base64_encode ~26
Encode text to base64
| Name | Type | Req | Description |
|---|---|---|---|
| text | string | yes | Plain text to encode |
No output schema declared.
No examples provided.
batch_extract ~28
Batch extract URLs (async).
| Name | Type | Req | Description |
|---|---|---|---|
| urls | array | yes | – |
| webhook | string | – | – |
No output schema declared.
No examples provided.
book_ocr ~122
Book OCR v2: historical scans, ensemble EasyOCR+Tesseract, deskew, columns, Latin normalize, auto DPI retry.
| Name | Type | Req | Description |
|---|---|---|---|
| auto_retry_dpi | boolean | – | – |
| dpi | number | – | – |
| end_page | integer | – | – |
| engine | string | – | – |
| languages | array | – | – |
| multi_pass | boolean | – | – |
| preprocess | boolean | – | – |
| profile | string | – | – |
| start_page | integer | – | – |
| url | string | yes | – |
| use_text_layer | boolean | – | – |
No output schema declared.
No examples provided.
browser_interact ~35
Playwright browser automation.
| Name | Type | Req | Description |
|---|---|---|---|
| steps | array | yes | – |
| timeout | integer | – | – |
| url | string | yes | – |
No output schema declared.
No examples provided.
cache_url ~23
Cached extract (0 units on hit).
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | – |
No output schema declared.
No examples provided.
chunk_text ~37
Split text into RAG chunks.
| Name | Type | Req | Description |
|---|---|---|---|
| chunk_size | integer | – | – |
| overlap | integer | – | – |
| text | string | yes | – |
No output schema declared.
No examples provided.
compare_texts ~47
Compare two texts or URLs.
| Name | Type | Req | Description |
|---|---|---|---|
| text_a | string | – | – |
| text_b | string | – | – |
| url_a | string | – | – |
| url_b | string | – | – |
No output schema declared.
No examples provided.
content_hash ~31
Content fingerprint sha256/md5
| Name | Type | Req | Description |
|---|---|---|---|
| algorithm | string | – | – |
| text | string | yes | Input text |
No output schema declared.
No examples provided.
crawl ~27
Crawl site (async).
| Name | Type | Req | Description |
|---|---|---|---|
| max_pages | integer | – | – |
| url | string | yes | – |
No output schema declared.
No examples provided.
crp_feedback ~70
CRP post-execution feedback — improves discovery ranking (free).
| Name | Type | Req | Description |
|---|---|---|---|
| capability_id | string | yes | – |
| cost_usd | number | – | – |
| executor_id | string | yes | – |
| latency_ms | integer | – | – |
| outcome | string | yes | – |
| resolution_id | string | yes | – |
No output schema declared.
No examples provided.
crp_resolve ~62
Quality Capability Discovery — resolve goal to ranked routes + invocation JSON (free).
| Name | Type | Req | Description |
|---|---|---|---|
| capability | string | – | Optional explicit capability ID |
| goal | string | yes | Task description |
| inputs | object | – | Known inputs (url, text, query, …) |
No output schema declared.
No examples provided.
crypto_invoke ~37
Cryptographic operations (BIP39, wallets, signatures, hashes).
| Name | Type | Req | Description |
|---|---|---|---|
| operation | string | yes | – |
| params | object | – | – |
No output schema declared.
No examples provided.
csv_parse ~48
Parse CSV/TSV into rows and records
| Name | Type | Req | Description |
|---|---|---|---|
| delimiter | string | – | Field delimiter |
| has_header | boolean | – | – |
| text | string | yes | Raw CSV/TSV text |
No output schema declared.
No examples provided.
dedupe_text ~33
Remove near-duplicate passages
| Name | Type | Req | Description |
|---|---|---|---|
| texts | array | yes | List of text passages |
| threshold | number | – | – |
No output schema declared.
No examples provided.
diff_url ~21
Compare cached vs live page.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | – |
No output schema declared.
No examples provided.
dns_lookup ~49
DNS A/MX/TXT lookup
| Name | Type | Req | Description |
|---|---|---|---|
| domain | string | yes | Domain name (e.g. example.com) |
| record_type | string | – | DNS record type: A, MX, TXT, … |
No output schema declared.
No examples provided.
dry_run ~22
Probe URL before extract (free).
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | – |
No output schema declared.
No examples provided.
embed_text ~26
Generate text embeddings.
| Name | Type | Req | Description |
|---|---|---|---|
| model | string | – | – |
| text | string | yes | – |
No output schema declared.
No examples provided.
entity_extract ~26
Extract emails, URLs, phones, dates
| Name | Type | Req | Description |
|---|---|---|---|
| text | string | yes | Input text |
No output schema declared.
No examples provided.
estimate_cost ~35
Estimate API units (free).
| Name | Type | Req | Description |
|---|---|---|---|
| count | integer | – | – |
| text | string | – | – |
| tool | string | yes | – |
No output schema declared.
No examples provided.
extract_emails ~22
Extract email addresses
| Name | Type | Req | Description |
|---|---|---|---|
| text | string | yes | Input text |
No output schema declared.
No examples provided.
extract_json ~20
Structured JSON from URL.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | – |
No output schema declared.
No examples provided.
extract_links ~28
List links from page.
| Name | Type | Req | Description |
|---|---|---|---|
| same_host | boolean | – | – |
| url | string | yes | – |
No output schema declared.
No examples provided.
extract_outline ~35
Page outline H1–H3 + word_count.
| Name | Type | Req | Description |
|---|---|---|---|
| max_headings | integer | – | – |
| url | string | yes | – |
No output schema declared.
No examples provided.
extract_pdf ~22
Extract text from a PDF URL.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | – |
No output schema declared.
No examples provided.
extract_phones ~22
Extract phone numbers
| Name | Type | Req | Description |
|---|---|---|---|
| text | string | yes | Input text |
No output schema declared.
No examples provided.
extract_query ~29
Answer a question using page content.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | – |
| url | string | yes | – |
No output schema declared.
No examples provided.
extract_schema ~22
Structured fields from JSON-LD.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | – |
No output schema declared.
No examples provided.
extract_url ~45
Extract main content from a webpage URL.
| Name | Type | Req | Description |
|---|---|---|---|
| format | string | – | – |
| include_links | boolean | – | – |
| mode | string | – | – |
| url | string | yes | – |
No output schema declared.
No examples provided.
fallback_chain ~30
Try primary tool then fallbacks.
| Name | Type | Req | Description |
|---|---|---|---|
| fallbacks | array | – | – |
| primary | object | yes | – |
No output schema declared.
No examples provided.
feed_parse ~21
Parse RSS/Atom feed.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | – |
No output schema declared.
No examples provided.
hash_text ~24
SHA256 and MD5 hash
| Name | Type | Req | Description |
|---|---|---|---|
| text | string | yes | Input text |
No output schema declared.
No examples provided.
html_clean ~23
Strip HTML to clean text
| Name | Type | Req | Description |
|---|---|---|---|
| html | string | yes | Raw HTML |
No output schema declared.
No examples provided.
html_to_markdown ~22
Convert HTML to Markdown.
| Name | Type | Req | Description |
|---|---|---|---|
| html | string | yes | – |
No output schema declared.
No examples provided.
image_describe ~21
Describe image (vision).
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | – |
No output schema declared.
No examples provided.
job_status ~20
Poll async job.
| Name | Type | Req | Description |
|---|---|---|---|
| job_id | string | yes | – |
No output schema declared.
No examples provided.
json_flatten ~31
Flatten nested JSON
| Name | Type | Req | Description |
|---|---|---|---|
| data | – | yes | JSON object or array to flatten |
| prefix | string | – | – |
No output schema declared.
No examples provided.
json_ld ~21
JSON-LD from URL.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | – |
No output schema declared.
No examples provided.
json_parse ~25
Parse and validate JSON text
| Name | Type | Req | Description |
|---|---|---|---|
| text | string | yes | JSON text to parse |
No output schema declared.
No examples provided.
keyword_extract ~30
Top keywords by frequency
| Name | Type | Req | Description |
|---|---|---|---|
| text | string | yes | Input text |
| top_k | integer | – | – |
No output schema declared.
No examples provided.
language_detect ~23
Detect language (heuristic)
| Name | Type | Req | Description |
|---|---|---|---|
| text | string | yes | Input text |
No output schema declared.
No examples provided.
line_split ~30
Split text into lines
| Name | Type | Req | Description |
|---|---|---|---|
| min_length | integer | – | – |
| text | string | yes | Input text |
No output schema declared.
No examples provided.
list_chains ~38
List tool chain recipes (PDF, web, OCR, video, …).
| Name | Type | Req | Description |
|---|---|---|---|
| domain | string | – | – |
| goal | string | – | – |
No output schema declared.
No examples provided.
list_tools ~26
REST catalog + pricing. Prefer orient then advisor/crp_resolve before picking a tool.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
map_site ~27
Discover site URLs.
| Name | Type | Req | Description |
|---|---|---|---|
| max_urls | integer | – | – |
| url | string | yes | – |
No output schema declared.
No examples provided.
markdown_parse ~26
Split Markdown frontmatter, headings, links
| Name | Type | Req | Description |
|---|---|---|---|
| text | string | yes | Markdown document |
No output schema declared.
No examples provided.
memory_search ~34
Search session memory.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| query | string | yes | – |
| session_id | string | yes | – |
No output schema declared.
No examples provided.
How do I install the Tools for Agents MCP server?
Tools for Agents is a hosted endpoint at https://api.toolsforagents.tools/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 · api.toolsforagents.tools
claude mcp add --transport http max124vip-dev-tools-for-agents 'https://api.toolsforagents.tools/mcp'
What is the Tools for Agents MCP server?
Tools for Agents is an MCP server listed in the public MCP registry as io.github.max124vip-dev/tools-for-agents. Decision Layer for AI Agents, 58+ tools, Advisor, MCP. Free key: POST /v1/register {}. This page covers its hosted endpoint (https://api.toolsforagents.tools/mcp).
Is the Tools for Agents MCP server safe to use?
Tools for Agents scores 77 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 Tools for Agents MCP server expose?
Tools for Agents exposes 107 tools: orient, extract_url, extract_pdf, embed_text, ocr_image, and 102 more. Their descriptions and schemas cost roughly 3,303 tokens of context every time the server is loaded.
Does the Tools for Agents MCP server require authentication?
No. We connected to Tools for Agents without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the Tools for Agents MCP server still maintained?
Tools for Agents is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.