Atlas entry
tg-
8 capabilities over MCP. The inventory is incomplete. First atlas observation.
8 tools. 4 only read. 1 changes records. 2 send messages. 1 has no reading.◇
AI reading, beta. side-effects v1 on claude-haiku-5.5, calibrated on MCP (golden-3). Only readings above a measured precision count. Counts are tools, not calls: no tool was called.
AI readings summary · beta
The service lists 8 tools, and 7 have AI readings.
send_message_to_phone and send_message are read as sending messages to people.
edit_message is read as changing records.
4 tools are read as read-only, including get_messages, get_chat_info and search_messages_globally.
Written by code from the AI readings on this page: it groups them and says nothing they do not.
What an agent can do here
AI readings, beta · Readings on 7 of 8 MCP tools. 2 read as sending messages.
Moves money
0
No tool read this way.
Deletes or cancels records
0
No tool read this way.
Sends messages to people
2 tools
Changes permissions
0
No tool read this way.
Runs code
0
No tool read this way.
Should ask a person first
0
No tool read this way.
No counted reading 1 tool No reading was counted, so any effect above is possible for it: invoke_mtproto.
What changed
First atlas observation. Atlas history
Look first
AI reading, beta: AI adds items here; it never removes one.
send_message_to_phoneSends messages to people · 0.89send_messageSends messages to people · 0.84
Surfaces
5 protocols checked
| ARD | Not found | No document retrieved |
|---|---|---|
| A2A | Not found | 0 skills |
| MCP | Valid | 2025-11-25 · 8 tools · 0 resources · 0 prompts retained · listing incomplete |
| OpenAPI | Not detected | 0 operations |
| WebMCP | Not detected | 0 declarative form tools · experimental |
Exact states and meaning
- ARDabsent
Exact state: not found · No document retrieved
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
- A2Aabsent
Exact state: not found · 0 skills
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
- MCPobserved
Exact state: valid · Revision 2025-11-25 · 8 tools · 0 resources · 0 prompts retained · listing incomplete
A usable protocol document was retrieved and validated.
Directly observed
- OpenAPIabsent
Exact state: not detected · 0 operations
No endpoint was established from the evidence and scope that InterfaceDelta inspected.
Not detected does not prove that no endpoint exists.
Not observed / not fetched
- WebMCPabsent
Exact state: not detected · 0 declarative form tools · experimental
No named declarative WebMCP form tools were observed in the origin root HTML.
Script-registered tools and other pages are not observed, so this does not mean the site has no WebMCP tools.
Not observed / not fetched
Capabilities
Showing 8 of 8.
| Tool and inputs | ◇ AI reading, beta · confidence | ||||||
|---|---|---|---|---|---|---|---|
| Read as one of the six effects 2 AI only raises attention: these rows come first. | |||||||
| chat_id*, files, message*, parse_mode and 3 more | Sends messages to people 0.84 | Sends messages to people0.84 | |||||
| |||||||
| files, first_name, last_name, message* and 6 more | Sends messages to people 0.89 | Sends messages to people0.89 | |||||
| |||||||
| Read as none of the six 5 Not a clearance. | |||||||
| chat_id*, message*, message_id*, parse_mode and 1 more | Changes records0.85 | ||||||
| |||||||
| chat_type, folder, limit, max_date and 3 more | Reads only0.86 | ||||||
| |||||||
| chat_id*, common_chats_limit, topics_limit | Reads only0.90 | ||||||
| |||||||
| auto_expand_batches, chat_id*, context, from_user and 9 more | Reads only0.90 | ||||||
| |||||||
| auto_expand_batches, chat_type, include_total_count, limit and 4 more | Reads only0.90 | ||||||
| |||||||
| No counted reading 1 No reading was counted, so any effect is possible. | |||||||
| allow_dangerous, include_sensitive, method_full_name*, params_json* and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
Read as this effect No reading: unknown Not read as this effect◇ AI readings, beta. A zero is a count, not a clearance.
MCP prompts 0+ observed
Inventory incomplete. The displayed count is a lower bound; missing items do not prove removal.
None recorded in this Passport.
Not observed in this Passport: A2A skills, MCP resources, OpenAPI operations.
The atlas shows each capability by its plain identifier, inputs and declared sign-in. Publisher descriptions, paths, links and source evidence are not published here.
The comparison with the previous observation is shown only to the account that recorded it.
Atlas history
1 observation
- 8 capabilities · MCP 2025-11-25 · MCP endpoint truncated · 1 incomplete inventory groupFirst observation
Fingerprint and versions
- Fingerprint
20fe429e28624c7f91710ba0cc35b1063544a315da5f9b3aeac564f253823513(incomplete)- Passport schema
- 0.5.0, passport-semantic-v4
- Consistency
- MCP_PROMPTS_ADVERTISEMENT_LIST: indeterminate · MCP_RESOURCES_ADVERTISEMENT_LIST: match · MCP_TOOLS_ADVERTISEMENT_LIST: match · OPENAPI_MCP_EXPLICIT_MAPPING: not applicable
Each class compares an observation with the previous atlas observation. Runs of unchanged observations are grouped. Struck values are what the previous observation recorded; inserted values are what this one recorded.
Declared and observed
8 tools declare hints; the AI readings agree with all 7 that have a reading.
A disagreement is not a finding about the service: either side can be wrong. How we compare declarations and readings.
About this entry
io.github.leshchenko1979/fast-mcp-telegramListedOfficial MCP Registry · first listed 7 Nov 2026 · last listed 7 Nov 2026
Passive observations of a public interface listed in the Official MCP Registry. An observation does not verify security, ownership or compliance, and InterfaceDelta assigns no scores or rankings. Methodology · Report an inaccuracy · Ask for removal
Identity and snapshot
- Target key
sha256:7acc829ab1d0b01b4313255549c69464847ed81b582c8cd0b244f2f291df264e- Locator SHA-256
2d104eeedcc18d296ce7c68aeb1b9bad39e66c2bfe6f758b384399e3e27d7b56- Snapshot generated
- 11 Nov 2026, 22:36 UTC
The entry is one exact observed target, not a real-world service identity, and implies no ownership. Endpoint paths are not published; the locator hash lets an operator confirm their own URL.