MCP test server with 65 deterministic tools for protocol testing
Project description
MCP Test Server
A Python MCP server with 65 deterministic tools across 8 groups, supporting stdio, HTTP, and REST API transports. Built for consistent, repeatable MCP protocol testing.
Install
pip install mcp-testkit
Or from source:
git clone https://github.com/agentspan-ai/mcp-testkit.git
cd mcp-testkit
pip install -e .
Quick Start
# stdio (default)
mcp-testkit
# SSE + REST API on port 3001
mcp-testkit --transport http
# With bearer token authentication
mcp-testkit --transport http --auth super_secret_key
# Custom host/port
mcp-testkit --transport http --host 0.0.0.0 --port 8080
Transports
| Transport | Command | Endpoints |
|---|---|---|
| stdio | mcp-testkit |
MCP JSON-RPC over stdin/stdout |
| HTTP | mcp-testkit --transport http |
MCP at /mcp + REST at /api/* + OpenAPI at /api-docs |
Authentication
Pass --auth <key> to require a Bearer token on all requests (both MCP SSE and REST):
mcp-testkit --transport http --auth my_secret
# Clients must include:
# Authorization: Bearer my_secret
Tools (65 total)
All tools are deterministic — same input always produces same output. No randomness, no current time, no external state.
Math (8 tools)
| Tool | Params | Description |
|---|---|---|
math_add |
a, b |
Add two numbers |
math_subtract |
a, b |
Subtract b from a |
math_multiply |
a, b |
Multiply two numbers |
math_divide |
a, b |
Divide (errors on zero) |
math_modulo |
a, b |
Remainder (errors on zero) |
math_power |
base, exponent |
Exponentiation |
math_factorial |
n |
n! (errors on negative) |
math_fibonacci |
n |
Nth Fibonacci number (0-indexed) |
String (8 tools)
| Tool | Params | Description |
|---|---|---|
string_reverse |
text |
Reverse a string |
string_uppercase |
text |
Convert to uppercase |
string_lowercase |
text |
Convert to lowercase |
string_length |
text |
Character count |
string_char_count |
text, char |
Count occurrences |
string_replace |
text, old, new |
Replace all occurrences |
string_split |
text, delimiter |
Split by delimiter |
string_join |
items, delimiter |
Join list with delimiter |
Collection (8 tools)
| Tool | Params | Description |
|---|---|---|
collection_sort |
items, reverse? |
Sort a list |
collection_flatten |
items |
Recursively flatten nested lists |
collection_merge |
dict_a, dict_b |
Merge dicts (b wins on conflict) |
collection_filter_gt |
items, threshold |
Filter numbers > threshold |
collection_unique |
items |
Remove duplicates (order preserved) |
collection_group_by |
items, key |
Group objects by key |
collection_zip |
list_a, list_b |
Zip into list of pairs |
collection_chunk |
items, size |
Split into chunks |
Encoding (8 tools)
| Tool | Params | Description |
|---|---|---|
encoding_base64_encode |
text |
Base64 encode |
encoding_base64_decode |
data |
Base64 decode |
encoding_url_encode |
text |
URL-encode |
encoding_url_decode |
text |
URL-decode |
encoding_hex_encode |
text |
Hex encode |
encoding_hex_decode |
data |
Hex decode |
encoding_md5 |
text |
MD5 hash |
encoding_sha256 |
text |
SHA-256 hash |
DateTime (8 tools)
All operate on provided dates — never use current time.
| Tool | Params | Description |
|---|---|---|
datetime_parse |
date_string |
Parse ISO date to components |
datetime_format |
year, month, day, format |
Format date to string |
datetime_add_days |
date_string, days |
Add/subtract days |
datetime_diff |
date_a, date_b |
Days between two dates |
datetime_day_of_week |
date_string |
Weekday name |
datetime_is_leap_year |
year |
Leap year check |
datetime_days_in_month |
year, month |
Days in month |
datetime_week_number |
date_string |
ISO week number |
Validation (8 tools)
All return {valid: bool, reason: string}.
| Tool | Params | Description |
|---|---|---|
validation_is_email |
text |
Email format check |
validation_is_url |
text |
URL format check |
validation_is_ipv4 |
text |
IPv4 address check |
validation_is_ipv6 |
text |
IPv6 address check |
validation_is_uuid |
text |
UUID format check |
validation_is_json |
text |
Valid JSON check |
validation_is_palindrome |
text |
Palindrome check |
validation_matches_regex |
text, pattern |
Regex match check |
Conversion (8 tools)
| Tool | Params | Description |
|---|---|---|
conversion_celsius_to_fahrenheit |
value |
C to F |
conversion_fahrenheit_to_celsius |
value |
F to C |
conversion_km_to_miles |
value |
km to miles |
conversion_miles_to_km |
value |
miles to km |
conversion_bytes_to_human |
bytes |
Bytes to human string |
conversion_rgb_to_hex |
r, g, b |
RGB to hex color |
conversion_hex_to_rgb |
hex_color |
Hex to RGB |
conversion_decimal_to_binary |
value |
Decimal to binary string |
Echo / Protocol Testing (8 tools)
| Tool | Params | Description |
|---|---|---|
echo |
message |
Echo input unchanged |
echo_error |
message |
Always raises ToolError |
echo_large |
size_kb |
Deterministic ~N KB text |
echo_nested |
depth |
Nested JSON to depth N |
echo_types |
— | All JSON types |
echo_empty |
— | Empty string |
echo_multiple |
messages |
Multiple TextContent blocks |
echo_schema |
str_param, int_param, float_param, bool_param, list_param, obj_param |
Complex schema test |
Standalone
| Tool | Params | Description |
|---|---|---|
get_weather |
city |
Fixed response: 77°F, sunny, always |
REST API
When running with --transport http, all tools are also available as HTTP endpoints:
# GET endpoints (math, conversion, some echo, weather)
curl "http://localhost:3001/api/math/add?a=3&b=5"
# {"result": 8.0}
curl "http://localhost:3001/api/weather?city=NYC"
# {"city":"NYC","temperature_f":77,...}
# POST endpoints (string, collection, encoding, datetime, validation, some echo)
curl -X POST "http://localhost:3001/api/string/reverse" \
-H "Content-Type: application/json" \
-d '{"text":"hello"}'
# {"result": "olleh"}
curl -X POST "http://localhost:3001/api/encoding/sha256" \
-H "Content-Type: application/json" \
-d '{"text":"hello"}'
# {"result": "2cf24dba5fb0a30e26e83b2ac5b9e29e1b161e5c1fa7425e73043362938b9824"}
OpenAPI spec at GET /api-docs (OpenAPI 3.0.3).
With auth enabled, include Authorization: Bearer <key> on all requests.
Testing
python3 -m pytest tests/ -v
389 tests covering all tools, REST API endpoints, auth, OpenAPI spec, and integration.
Project Structure
mcp-testkit/
├── pyproject.toml # Package config, deps, CLI entry point
├── mcp_test_server/
│ ├── __init__.py # Package version
│ ├── server.py # Entry point — MCP server + REST API + auth
│ ├── api.py # REST API routes + OpenAPI spec generation
│ └── tools/
│ ├── __init__.py # Tool group registry
│ ├── math_tools.py
│ ├── string_tools.py
│ ├── collection_tools.py
│ ├── encoding_tools.py
│ ├── datetime_tools.py
│ ├── validation_tools.py
│ ├── conversion_tools.py
│ └── echo_tools.py # Includes get_weather
└── tests/
├── test_math_tools.py
├── test_string_tools.py
├── test_collection_tools.py
├── test_encoding_tools.py
├── test_datetime_tools.py
├── test_validation_tools.py
├── test_conversion_tools.py
├── test_echo_tools.py
├── test_api.py
└── test_integration.py
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