# Fedor Chishchin — AI agents & MCP servers (remote · fedorthinks.com)

Read-only facts about AI engineer Fedor Chishchin: services, case studies, posts, courses, contact.

- Trust score: 84/100 (high trust)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `fedorthinks.com`: 84/100 (this document), [markdown](https://verifymcp.io/servers/com-fedorthinks-site/fedorthinks.md), [page](https://verifymcp.io/servers/com-fedorthinks-site/fedorthinks)

## Channel facts

- Endpoint: `https://fedorthinks.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.1.0`

## Trust breakdown

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. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-05.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 76/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 771 tokens (~96/item across 8 items; 8 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 73/100
  - Stability observed for 22 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 8 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 9 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the Fedor Chishchin — AI agents & MCP servers server?

Fedor Chishchin — AI agents & MCP servers is a hosted endpoint at https://fedorthinks.com/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.

### Claude

```bash
claude mcp add --transport http com-fedorthinks-site 'https://fedorthinks.com/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "com-fedorthinks-site": {
      "url": "https://fedorthinks.com/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-fedorthinks-site": {
      "type": "http",
      "url": "https://fedorthinks.com/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.com-fedorthinks-site]
url = "https://fedorthinks.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-fedorthinks-site": {
      "type": "remote",
      "url": "https://fedorthinks.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-fedorthinks-site --url 'https://fedorthinks.com/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-fedorthinks-site:
    url: "https://fedorthinks.com/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "com-fedorthinks-site": {
      "Transport": "http",
      "Url": "https://fedorthinks.com/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-fedorthinks-site -t streamable-http -u 'https://fedorthinks.com/mcp'
```

### Other

```json
{
  "mcpServers": {
    "com-fedorthinks-site": {
      "type": "http",
      "url": "https://fedorthinks.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-05 (score 84, +1)

No change was recorded against any check on this day. Stability & Change Management went from 70 to 73. That category is still filling its 30-day observation window: 21 days of observed history at the previous scan, 22 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-02 (score 83, +1)

No change was recorded against any check on this day. Stability & Change Management went from 60 to 63. That category is still filling its 30-day observation window: 18 days of observed history at the previous scan, 19 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-31 (score 82, +1)

No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-29 (score 81, +1)

No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-27 (score 80, +1)

No change was recorded against any check on this day. Stability & Change Management went from 40 to 43. That category is still filling its 30-day observation window: 12 days of observed history at the previous scan, 13 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-25 (score 79, +1)

No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-23 (score 78, +1)

No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-21 (score 77, +1)

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (8)

### `get_services` (~58 tokens)

Get services

The two services Fedor offers — AI agent development and MCP server development — with a short summary and the page URL of each.

Input parameters:

- `language` (string): Language of the returned text: en, ru, es or zh. Defaults to en.

### `list_case_studies` (~95 tokens)

List case studies

Case studies of real systems Fedor built. Filter by focus: 'agents', 'mcp', 'other' or 'all' (default). Returns slug, title, summary and URL; use get_case_study for the full text.

Input parameters:

- `focus` (string): Which case studies to list.
- `language` (string): Language of the returned text: en, ru, es or zh. Defaults to en.

### `get_case_study` (~72 tokens)

Get a case study

The full text of one case study as Markdown, by slug (from list_case_studies).

Input parameters:

- `language` (string): Language of the returned text: en, ru, es or zh. Defaults to en.
- `slug` (string, required): Case study slug, e.g. 'miamiflow'.

### `search_posts` (~109 tokens)

Search posts

Search Fedor's blog posts by words in the title and summary, optionally limited to one tag (e.g. 'agents', 'mcp'). Returns up to 10 matches, newest first; use get_post for the full text.

Input parameters:

- `language` (string): Language of the returned text: en, ru, es or zh. Defaults to en.
- `query` (string): Words to look for; empty lists the newest posts.
- `tag` (string): Only posts with this tag.

### `get_post` (~67 tokens)

Get a post

The full text of one blog post as Markdown, by slug (from search_posts).

Input parameters:

- `language` (string): Language of the returned text: en, ru, es or zh. Defaults to en.
- `slug` (string, required): Post slug, e.g. 'agents-that-remember'.

### `list_courses` (~128 tokens)

List courses

Fedor's express courses (plain-language explainers with a diagram per concept) on AI agents, MCP, RAG, evals, architecture, cloud and enterprise systems. Optionally filter by words in the title and summary. Returns slug, title, summary, level, reading time and URL; use get_course for the full text.

Input parameters:

- `language` (string): Language of the returned text: en, ru, es or zh. Defaults to en.
- `query` (string): Words to look for, e.g. 'mcp' or 'snowflake'; empty lists all courses.

### `get_course` (~89 tokens)

Get a course

The full text of one course as Markdown, by slug (from list_courses). Courses are long: each concept has a card with what it is, an example, the catch and related concepts.

Input parameters:

- `language` (string): Language of the returned text: en, ru, es or zh. Defaults to en.
- `slug` (string, required): Course slug, e.g. 'mcp-express'.

### `get_contact_info` (~58 tokens)

Get contact info

How to hire or contact Fedor: the contact form and services URLs, his time zone, languages and usual response time.

Input parameters:

- `language` (string): Language of the returned text: en, ru, es or zh. Defaults to en.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-fedorthinks-site/fedorthinks#diagnostics

## Score history

- 2026-11-05: 84
- 2026-11-04: 83
- 2026-11-03: 83
- 2026-11-02: 83
- 2026-11-01: 82
- 2026-10-31: 82
- 2026-10-30: 81
- 2026-10-29: 81
- 2026-10-28: 80
- 2026-10-27: 80
- 2026-10-26: 79
- 2026-10-25: 79
- 2026-10-24: 78
- 2026-10-23: 78
- 2026-10-22: 77
- 2026-10-21: 77
- 2026-10-20: 76
- 2026-10-19: 76
- 2026-10-18: 76
- 2026-10-17: 75
- 2026-10-16: 75
- 2026-10-15: 74
- 2026-10-14: 74

## Common questions

### What is the Fedor Chishchin — AI agents & MCP servers server?

Fedor Chishchin — AI agents & MCP servers is listed in the public MCP registry as com.fedorthinks/site. Read-only facts about AI engineer Fedor Chishchin: services, case studies, posts, courses, contact. This page covers its hosted endpoint (https://fedorthinks.com/mcp).

### Is the Fedor Chishchin — AI agents & MCP servers server safe to use?

Fedor Chishchin — AI agents & MCP servers scores 84 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 Fedor Chishchin — AI agents & MCP servers server expose?

Fedor Chishchin — AI agents & MCP servers exposes 8 tools: get_services, list_case_studies, get_case_study, search_posts, get_post, and 3 more. Their descriptions and schemas cost roughly 676 tokens of context every time the server is loaded.

### Does the Fedor Chishchin — AI agents & MCP servers server require authentication?

No. We connected to Fedor Chishchin — AI agents & MCP servers without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Fedor Chishchin — AI agents & MCP servers server still maintained?

Fedor Chishchin — AI agents & MCP servers 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.

## Links

- Remote endpoint: https://fedorthinks.com/mcp
- Website: https://fedorthinks.com/
- Changelog RSS feed: https://verifymcp.io/servers/com-fedorthinks-site/fedorthinks.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-fedorthinks-site/fedorthinks.json
- HTML version of this page: https://verifymcp.io/servers/com-fedorthinks-site/fedorthinks