Trading Analysis MCP Server

� ��jh����SS
KrSS
K
r
SSKJr SSKJrJr SSKJr \RR\RR\RR\5
5
5
r\RR\SS5r"SS\5r"S S \5r"SS\5rSS \S\S\4Sjj
rS\S\\4SjrS\4Sjr\S:Xa�SS
Kr\"\R85
S:�a3SR\R8SS
5
r\"S\S35
\"\5
rO\"S5
\"5r\"S5
\"S5
\"S5
\"\
R@"\SS95
g
g
) �N)
�datetime)�List�Optional)
� BaseModel�logsztrade_log.jsonlc���\r
SrS
r%Sr\\\S'Sr\\\S'Sr \\ \S'Sr\\ \S'Sr\\\S'Sr \\\S'Sr\\ \S 'Sr\\\S 'Sr\\\S'Sr\\\S'S rg)�TradeSummary� N�ticker� timeframe�entry_price� exit_price� direction�pnl� pnl_amount� date_time�reason_or_annotations� logged_at�)�__name__� __module__�__qualname__�__firstlineno__rr�str�__annotations__rr �floatrrrrrrr�__static_attributes__r��+C:\Users\Timmy\Documents\MCP\tools\trade.pyr r s��� �F�H�S�M� �#�I�x��}�#�#'�K��%��'�"&�J����&�#�I�x��}�#��C��#���"&�J����&�#�I�x��}�#�+/��8�C�=�/�#�I�x��}�#rr c�$�\r
SrS
r%Sr\\S'Srg)�SearchTradeInput���queryrN)rrrrr$rrrrrrr!r!s���E�3�Orr!c�0�\r
SrS
r%\\\S'\\S'Srg)�SearchTradeOutput��results�total_foundrN) rrrrrr r�intrrrrr&r&s�� �,� ���rr&r$�limit�returnc��[RR[5
(d[ S
[35
/SS[3S.$/nSn[[SSS9nUH}n[R"UR55
nUS- nU(a6UR5[R"U5
R5;aURU5
M}M S S S 5 U(aX!*S O
/nU[U5
US.$![Ra M�f=f
!,(d
f  NF=f
![an/SS [U5
3S.sS nA$S nAf
f=f
) zSearch through trade logs�%⚠️ Trade log file not found at: r�No trade log file found at )r(r)�message�
r�utf-8�
�encoding�
NzFailed to read log file: )r(r)�error)r(r)�total_trades)�os�path�exists�TRADE_LOG_PATH�print�open�json�loads�strip�lower�dumps�append�JSONDecodeError� Exceptionr�len) r$r+�matches�total_count�
f�line�trade�
e�limited_matchess r�search_trade_logsrN"sC
���7�7�>�>�.�)�)� �5�n�5E�F�G��a�>Y�Zh�Yi�<j�k�k��G��K�`
� �.�#�� 8�A��� � �J�J�t�z�z�|�4�E��1�$�K�!�E�K�K�M�T�Z�Z��5F�5L�5L�5N�$N����u�-�%O
� �9� +2�g�f�g�&�r�O�#��7�|�#�����+�+�
��
��9� 8���
`
��a�<U�VY�Z[�V\�U]�:^�_�_��
`
�sa� D1�D �#A7D�D � D1�D�D �
D�D � D.�*D1�.D1�1 E�;E�
E�E�pnl_strc
���U(d
g
[
U5
RSS5RSS5RSS5R5n
[U
5
$![[ 4a g
f=f
)zParse PnL string to float valueN�
$r#�
,�
+)r�replacer@r� ValueError� TypeError)rO� pnl_cleans r�parse_pnl_amountrXEsj�����G��$�$�S�"�-�5�5�c�2�>�F�F�s�B�O�U�U�W�I���Y����� �"�
��
�s� A�A1�0
A1c��[RR[5
(d#[ S
[35
SSSSS/S[3S.$/n[[SSS9n
U
H9n[R"UR55
nURU5
M; SSS5 U(d SSSSS/S S.$[U5
n[5nSSSSS .n/n/nSn UG
HsnURS5
(aURUS5
URS5
(a$USR5n X�;aXj==S - ss'SnURS5
bUSnO$URS5
(a[!US5
nUcM�URU5
US:�aU S - n URSURSS55nU(dM�SU;a8["R$"UR'SS55
n U R)S5
nOSU;aUR+S5
SO
UnURUUURSS5S.5
G
Mv U(a[-U5
O
SnU(aU [U5
-O
SnU(a[/U5
O
SnU(a[1U5
O
SnUR3SS9
UUU U(a[U5
U - O
SUUUU(aU[U5
-O
S[U5
[5U5
UU[U5
U(aUSS.$SS.$![Ra GM�f=f
!,(d
f  GN�=f
! UnG
N&=f
)z)Get comprehensive statistics about tradesr.rNr/)r7�win_rate� total_pnl� best_trade�worst_trade�pnl_historyr0r1r2r3zNo trades found in log)�long�short�buy�sellrrr5rrrr�Unknown�
T�
Zz+00:00z%Y-%m-%d�
)�daterrc
��US
$)Nrgr)
�
xs
r�<lambda>�!get_trade_stats.<locals>.<lambda>�s��1�V�9r)
�key�����)r7rZ�winning_trades� losing_tradesr[r\r]�average_pnl�unique_tickers�tickers� directionsr^�trades_with_pnl�latest_trade)r8r9r:r;r<r=r>r?r@rCrDrF�set�get�addrArXr� fromisoformatrT�strftime�split�sum�max�min�sort�list)�tradesrIrJrKr7rrrs�pnl_amountsr^rnrrrg�parsed_date�formatted_dater[rZr\r]s r�get_trade_statsr�RsD���7�7�>�>�.�)�)� �5�n�5E�F�G�������4�^�4D�E� � ��F� �n�c�G� 4�
��D� �� � �4�:�:�<�0��� � �e�$�� 5��������/� � ��v�;�L��e�G��a�
�1�=�J��K��K��N����9�9�X����K�K��h��(��9�9�[�!�!��k�*�0�0�2�I��&��%��*�%�� ��9�9�\�"�.��|�,�J� �Y�Y�u� � �)�%��,�7�J��!����z�*��A�~��!�#���9�9�[�%�)�)�K��*K�L�D��t�*��d�{�&.�&<�&<�T�\�\�#�x�=X�&Y��)4�)=�)=�j�)I��?B�d�{����C���);�PT���"�"�*�%�#�i�i��)�<�$��I
�V
%0��K� �T�I�6A���[�!1�1�t�H�%0��[�!�d�J�&1�#�k�"�t�K����,��-�%��(�>I��[�)�N�:�q�� �"�7B�y�3�{�#3�3���g�,���=� �"��{�+�&,��r� ���37����S�'�'�
��
�� 5� 4��x

*�%)�N�sB�L5�$5L�L5� =M�M�L2�-L5�1
L2�2L5�5 M�M�__main__r5rfu🔍 Searching for: '�
'u 📊 Getting trade statistics...z3 ==================================================u📈 TRADE SEARCH RESULTz2==================================================�)
�indent)r#� )!r8r>r�typingrr�pydanticrr9�dirname�abspath�__file__�BASE_DIR�joinr;r r!r&rr*�dictrNrrXr�r�sysrF�argvr$r<�resultrBrrr�<module>r�
sP
�


� ���!���7�7�?�?�2�7�7�?�?�2�7�7�?�?�8�+D�E�F�������h��0A�B��
$�9�
$�

�y�

�
� �
�!
�S�!
�c�!
�4�!
�F

�c�
�h�u�o�
�m

��m

�b�z��� �3�8�8�}�q��������!�"��&�� �%�e�W�A�.�/�"�5�)�� �0�1� �"�� �-�� � $�%� �&�M� �$�*�*�V�A� &�'�r