Model Context Protocol Demo

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�tablechat_historychat_historyCREATE TABLE chat_history ( id INTEGER PRIMARY KEY AUTOINCREMENT, session_id TEXT NOT NULL, timestamp DATETIME NOT NULL, llm_provider TEXT, model_name TEXT, parsing_mode TEXT, user_query TEXT NOT NULL, parsed_action TEXT, tool_name TEXT, resource_uri TEXT, parameters TEXT, confidence REAL, reasoning TEXT, rag_matches TEXT, similarity_scores TEXT, response_data TEXT, formatted_response TEXT, elapsed_time_ms INTEGER, error_message TEXT, success BOOLEAN NOT NULL DEFAULT 1 )��������= 5 /'
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7fddc06f 7fddc06f ���> ��.����: AA%1s��+_ 914ada6e2025-06-02 23:26:09.748879anthropicclaude-3-5-sonnet-20241022RAG-Enhancedsine of 30 degreestooltrig{"operation": "sine", "num1": 30, "unit": "degree"}?�ffffffClear request for sine trigonometric function with angle in degrees[{"name": "trig", "similarity": 0.5146926641464233, "type": "tool"}, {"name": "calculator", "similarity": 0.12038452923297882, "type": "tool"}][0.5146926641464233, 0.12038452923297882]��J AA%!a��!5 914ada6e2025-06-02 23:25:35.604696anthropicclaude-3-5-sonnet-20241022RAG-Enhanced1 + 2toolcalculator{"operation": "add", "num1": 1, "num2": 2}?�\(�\Basic addition operation matches calculator tool capabilities[{"name": "calculator", "similarity": 0.2237217128276825, "type": "tool"}][0.2237217128276825]��EAA%=!i��-a 21f75fe42025-06-02 23:22:48.143120anthropicclaude-3-5-sonnet-20241022RAG-Enhancedcompute square root of 2toolcalculator{"operation": "power", "num1": 2, "num2": 0.5}?�333333Square root can be calculated using power operation with exponent 0.5[{"name": "calculator", "similarity": 0.35489755868911743, "type": "tool"}, {"name": "trig", "similarity": 0.11514068394899368, "type": "tool"}][0.35489755868911743, 0.11514068394899368]}�]AA%!!e��#7 21f75fe42025-06-02 23:21:06.222276anthropicclaude-3-5-sonnet-20241022RAG-Enhanced15 plus 27toolcalculator{"operation": "add", "num1": 15, "num2": 27}?�\(�\Clear arithmetic addition request matching calculator tool capabilities[{"name": "calculator", "similarity": 0.21080619096755981, "type": "tool"}][0.21080619096755981]��]AA%!!e��#7 21f75fe42025-06-02 23:14:20.826551anthropicclaude-3-5-sonnet-20241022RAG-Enhanced15 plus 27toolcalculator{"operation": "add", "num1": 15, "num2": 27}?�\(�\Clear arithmetic addition request matching calculator tool capabilities[{"name": "calculator", "similarity": 0.21080619096755981, "type": "tool"}][0.21080619096755981]��IAA%3wq�3 21f75fe42025-06-02 23:13:36.854682anthropicclaude-3-5-sonnet-20241022RAG-Enhancedosine of 45 degreestooltrig{"operation": "cosine", "num1": 45, "unit": "degree"}?�ffffffClear request for cosine trigonometric calculation[{"name": "trig", "similarity": 0.289156973361969, "type": "tool"}][0.289156973361969]��aAA%%Y�!] 7fddc06f2025-06-02 23:07:46.766425anthropicclaude-3-5-sonnet-20241022RAG-Enhancedhealth checktoolhealth{}?�ffffffDirect request for server health check[{"name": "health", "similarity": 0.4678041338920593, "type": "tool"}, {"name": "echo", "similarity": 0.1317644715309143, "type": "tool"}][0.4678041338920593, 0.1317644715309143]��9AA%/s��+_ 7fddc06f2025-06-02 23:07:06.447078anthropicclaude-3-5-sonnet-20241022RAG-Enhancedsine of 30 degreetooltrig{"operation": "sine", "num1": 30, "unit": "degree"}?�ffffffClear request for sine trigonometric function with angle in degrees[{"name": "trig", "similarity": 0.4793282151222229, "type": "tool"}, {"name": "calculator", "similarity": 0.12597504258155823, "type": "tool"}][0.4793282151222229, 0.12597504258155823]��6AA%I!mo�+_ 7fddc06f2025-06-02 23:01:30.368357anthropicclaude-3-5-sonnet-20241022RAG-Enhancedcompute the square root of 144toolcalculator{"operation": "power", "num1": 144, "num2": 0.5}?�������Square root is equivalent to raising to power 0.5[{"name": "calculator", "similarity": 0.2858651578426361, "type": "tool"}, {"name": "trig", "similarity": 0.10905236005783081, "type": "tool"}][0.2858651578426361, 0.10905236005783081]��J
AA%!a��!5 7fddc06f2025-06-02 23:00:58.913256anthropicclaude-3-5-sonnet-20241022RAG-Enhanced1 + 2toolcalculator{"operation": "add", "num1": 1, "num2": 2}?�\(�\Basic addition operation matches calculator tool capabilities[{"name": "calculator", "similarity": 0.2237217128276825, "type": "tool"}][0.2237217128276825]� |B� Qd=�
�|�TAA%!e��1 c90399b22025-06-02 23:50:38.666364anthropicclaude-3-5-sonnet-20241022RAG-Enhanced15 + 27toolcalculator{"operation": "add", "num1": 15, "num2": 27}?�\(�\Clear arithmetic addition request matching calculator tool capabilities[{"name": "calculator", "similarity": 0.21577188372612, "type": "tool"}][0.21577188372612]��2AA%1�{�!a 914ada6e2025-06-02 23:37:20.450417anthropicclaude-3-5-sonnet-20241022RAG-Enhancedarc tangent of 1.0tooltrig{"operation": "arc tangent", "num1": 1.0, "unit": "radian"}?�ffffffClear request for arc tangent trigonometric calculation[{"name": "trig", "similarity": 0.29163825511932373, "type": "tool"}, {"name": "echo", "similarity": 0.10126414149999619, "type": "tool"}][0.29163825511932373, 0.10126414149999619]~�2AA%1�{�!a 914ada6e2025-06-02 23:33:24.325683anthropicclaude-3-5-sonnet-20241022RAG-Enhancedarc tangent of 1.0tooltrig{"operation": "arc tangent", "num1": 1.0, "unit": "radian"}?�ffffffClear request for arc tangent trigonometric calculation[{"name": "trig", "similarity": 0.29163825511932373, "type": "tool"}, {"name": "echo", "similarity": 0.10126414149999619, "type": "tool"}][0.29163825511932373, 0.10126414149999619]��$AA%WK�!�G�  914ada6e2025-06-02 23:32:16.079011anthropicclaude-3-5-sonnet-20241022RAG-Enhancedrepeat this message: hello MCP servertoolecho{"message": "hello MCP server"}?�ffffffUser wants to echo/repeat a message, which matches the echo tool's purpose[{"name": "echo", "similarity": 0.27089187502861023, "type": "tool"}, {"name": "health", "similarity": 0.18782474100589752, "type": "tool"}, {"name": "info://server", "similarity": 0.1753602921962738, "type": "resource"}][0.27089187502861023, 0.18782474100589752, 0.1753602921962738]��jAA%m��)�)] 914ada6e2025-06-02 23:31:28.843100anthropicclaude-3-5-sonnet-20241022RAG-Enhancedwhat is arc tangent of 1.0 ? answer it in degreetooltrig{"operation": "arc tangent", "num1": 1.0, "unit": "degree"}?�ffffffClear request for inverse tangent calculation with specified output in degrees[{"name": "trig", "similarity": 0.39772212505340576, "type": "tool"}, {"name": "calculator", "similarity": 0.139888197183609, "type": "tool"}][0.39772212505340576, 0.139888197183609]��3AA%3�{�!a 914ada6e2025-06-02 23:31:03.733666anthropicclaude-3-5-sonnet-20241022RAG-Enhancedarc tangent of 1.0 tooltrig{"operation": "arc tangent", "num1": 1.0, "unit": "radian"}?�ffffffClear request for arc tangent trigonometric calculation[{"name": "trig", "similarity": 0.29163825511932373, "type": "tool"}, {"name": "echo", "similarity": 0.10126414149999619, "type": "tool"}][0.29163825511932373, 0.10126414149999619]�� AA%[�
�+�5914ada6e2025-06-02 23:30:39.612332anthropicclaude-3-5-sonnet-20241022RAG-Enhancedarc tangent of 1.0 using unit of degreetooltrig{"operation": "arctangent", "num1": 1.0, "unit": "degree"}?�ffffffClear request for inverse tangent trigonometric calculation with specified unit[{"name": "trig", "similarity": 0.3475998640060425, "type": "tool"}][0.3475998640060425]��2AA%1�{�!a 914ada6e2025-06-02 23:30:09.078516anthropicclaude-3-5-sonnet-20241022RAG-Enhancedarc tangent of 1.0tooltrig{"operation": "arc tangent", "num1": 1.0, "unit": "radian"}?�ffffffClear request for arc tangent trigonometric calculation[{"name": "trig", "similarity": 0.29163825511932373, "type": "tool"}, {"name": "echo", "similarity": 0.10126414149999619, "type": "tool"}][0.29163825511932373, 0.10126414149999619]��;AA%-!i��+_ 914ada6e2025-06-02 23:29:52.647051anthropicclaude-3-5-sonnet-20241022RAG-Enhancedsquare root of 2toolcalculator{"operation": "power", "num1": 2, "num2": 0.5}?�333333Square root can be calculated using power operation with exponent 0.5[{"name": "calculator", "similarity": 0.2697165012359619, "type": "tool"}, {"name": "trig", "similarity": 0.10208877921104431, "type": "tool"}][0.2697165012359619, 0.10208877921104431]} T� j� ��;�T�"A!i? c90399b22025-06-02 23:59:52.232589ollamaLLM1+2toolcalculator{"operation": "add", "num1": 1.0, "num2": 2.0}?�������Calculator operation: add��?A-%i#1�]�U�  c90399b22025-06-02 23:55:06.401628geminigemini-1.5-flashRAG-Enhancedtell me about company of ticker symbol of AAPLtoolstock_quote{"ticker": "AAPL"}?陙����The query explicitly mentions a ticker symbol, AAPL, which is directly relevant to the stock_quote tool.[{"name": "stock_quote", "similarity": 0.4220965504646301, "type": "tool"}, {"name": "info://server", "similarity": 0.20016738772392273, "type": "resource"}, {"name": "health", "similarity": 0.12805575132369995, "type": "tool"}][0.4220965504646301, 0.20016738772392273, 0.12805575132369995]��iA-%e#1�9�S� c90399b22025-06-02 23:54:33.566499geminigemini-1.5-flashRAG-Enhancedget stock price of GOOG and its company nametoolstock_quote{"ticker": "GOOG"}?陙����The query explicitly asks for a stock price, matching the stock_quote tool. The company name can likely be retrieved as part of the stock quote data.[{"name": "stock_quote", "similarity": 0.4957168698310852, "type": "tool"}, {"name": "info://server", "similarity": 0.1588626503944397, "type": "resource"}, {"name": "health", "similarity": 0.10031560063362122, "type": "tool"}][0.4957168698310852, 0.1588626503944397, 0.10031560063362122]��YA-%;#1�y�G_ c90399b22025-06-02 23:53:17.990243geminigemini-1.5-flashRAG-Enhancedget stock price of GOOGtoolstock_quote{"ticker": "GOOG"}?�������The query explicitly asks for a stock price, and GOOG is a valid ticker symbol. The stock_quote tool is the best fit.[{"name": "stock_quote", "similarity": 0.4495159983634949, "type": "tool"}, {"name": "info://server", "similarity": 0.10547126829624176, "type": "resource"}][0.4495159983634949, 0.10547126829624176]Z�A-%1}�g�[ c90399b22025-06-02 23:52:36.827300geminigemini-1.5-flashRAG-Enhancedserver diagnosticstoolhealth{}?陙����Server diagnostics is closely related to a health check.[{"name": "health", "similarity": 0.5633190870285034, "type": "tool"}, {"name": "info://server", "similarity": 0.39361947774887085, "type": "resource"}, {"name": "echo", "similarity": 0.2809010446071625, "type": "tool"}, {"name": "stock_quote", "similarity": 0.14309100806713104, "type": "tool"}, {"name": "trig", "similarity": 0.11705126613378525, "type": "tool"}][0.5633190870285034, 0.39361947774887085, 0.2809010446071625, 0.14309100806713104, 0.11705126613378525]ڃ6A-%e�]�-a c90399b22025-06-02 23:52:13.785757geminigemini-1.5-flashRAG-Enhancedarc tangent of 1.0, express answer in degreetooltrig{"operation": "arc tangent", "num1": 1.0, "unit": "degree"}?�ffffffTrigonometric calculation of arc tangent[{"name": "trig", "similarity": 0.35818731784820557, "type": "tool"}, {"name": "calculator", "similarity": 0.13747112452983856, "type": "tool"}][0.35818731784820557, 0.13747112452983856]��A-%=!i_�+_ c90399b22025-06-02 23:51:51.086483geminigemini-1.5-flashRAG-Enhancedcompute square root of 2toolcalculator{"operation": "power", "num1": 2, "num2": 0.5}?陙����Square root is equivalent to power of 0.5[{"name": "calculator", "similarity": 0.3548975884914398, "type": "tool"}, {"name": "trig", "similarity": 0.11514068394899368, "type": "tool"}][0.3548975884914398, 0.11514068394899368]ŃA-%1s?�+_ c90399b22025-06-02 23:51:36.718100geminigemini-1.5-flashRAG-Enhancedsine of 30 degreestooltrig{"operation": "sine", "num1": 30, "unit": "degree"}?�ffffffTrigonometric calculation[{"name": "trig", "similarity": 0.5146926641464233, "type": "tool"}, {"name": "calculator", "similarity": 0.12038452178239822, "type": "tool"}][0.5146926641464233, 0.12038452178239822]ʂA-%!e+�1 c90399b22025-06-02 23:51:15.082446geminigemini-1.5-flashRAG-Enhanced15 + 27toolcalculator{"operation": "add", "num1": 15, "num2": 27}?�\(�\Simple addition[{"name": "calculator", "similarity": 0.21577188372612, "type": "tool"}][0.21577188372612]� v[� %� 2�5]�v�"'AI1�i�!a 5c44b3c92025-06-07 21:57:49.338505googlegemini-2.5-flash-preview-05-20LLMarc tangent of 1.0tool{}?�������The 'trig' tool only supports sine, cosine, and tangent, not inverse trigonometric functions like arc tangent.[{"name": "trig", "similarity": 0.29163819551467896, "type": "tool"}, {"name": "echo", "similarity": 0.10126415640115738, "type": "tool"}][0.29163819551467896, 0.10126415640115738]�,&AI1�}�!a 5c44b3c92025-06-07 21:53:19.920706googlegemini-2.5-flash-preview-05-20LLMarc tangent of 1.0tool{}?�������The available 'trig' tool only supports sine, cosine, and tangent, not inverse trigonometric functions like arc tangent.[{"name": "trig", "similarity": 0.29163819551467896, "type": "tool"}, {"name": "echo", "similarity": 0.10126415640115738, "type": "tool"}][0.29163819551467896, 0.10126415640115738]�%AI%1s?�+_ 5c44b3c92025-06-07 21:53:02.341392googlegemini-2.5-flash-preview-05-20RAG-Enhancedsine of 30 degreestooltrig{"operation": "sine", "num1": 30, "unit": "degree"}?�ffffffTrigonometric calculation[{"name": "trig", "similarity": 0.5146927833557129, "type": "tool"}, {"name": "calculator", "similarity": 0.12038449198007584, "type": "tool"}][0.5146927833557129, 0.12038449198007584]��U$AI%=!i�9�+_ 5c44b3c92025-06-07 21:52:29.446514googlegemini-2.5-flash-preview-05-20RAG-Enhancedcompute square root of 2toolcalculator{"operation": "power", "num1": 2, "num2": 0.5}?�������Square root can be performed using the power operation (x^0.5) of the calculator tool.[{"name": "calculator", "similarity": 0.3548974394798279, "type": "tool"}, {"name": "trig", "similarity": 0.11514072120189667, "type": "tool"}][0.3548974394798279, 0.11514072120189667]��#AI%?!e�K�#7 5c44b3c92025-06-07 21:52:13.196380googlegemini-2.5-flash-preview-05-20RAG-Enhancedcalculate power of 2 to 3toolcalculator{"operation": "power", "num1": 2, "num2": 3}?�ffffffThe user explicitly requested a 'power' calculation, which is supported by the calculator tool.[{"name": "calculator", "similarity": 0.39652493596076965, "type": "tool"}][0.39652493596076965]��r"AI%!!g�A�#7 5c44b3c92025-06-07 21:51:26.619636googlegemini-2.5-flash-preview-05-20RAG-Enhanced9 divide 3toolcalculator{"operation": "divide", "num1": 9, "num2": 3}?�\(�\User explicitly requested a division operation, which is supported by the calculator tool.[{"name": "calculator", "similarity": 0.21164146065711975, "type": "tool"}][0.21164146065711975]��z!AI%/!k�?�#7 5c44b3c92025-06-07 21:51:14.513337googlegemini-2.5-flash-preview-05-20RAG-Enhancedwhat is 3 times 4toolcalculator{"operation": "multiply", "num1": 3, "num2": 4}?�ffffffThe query asks for a multiplication operation, which is supported by the calculator tool.[{"name": "calculator", "similarity": 0.19988791644573212, "type": "tool"}][0.19988791644573212]��s AI%/!k�1�#7 5c44b3c92025-06-07 21:46:09.513042googlegemini-2.5-flash-preview-05-20RAG-Enhancedwhat is 3 times 4toolcalculator{"operation": "multiply", "num1": 3, "num2": 4}?�ffffffUser is asking for a multiplication operation, which the calculator tool supports.[{"name": "calculator", "similarity": 0.19988791644573212, "type": "tool"}][0.19988791644573212]��uAI%!e�O�#7 5c44b3c92025-06-07 21:43:16.237964googlegemini-2.5-flash-preview-05-20RAG-Enhanced15 + 27toolcalculator{"operation": "add", "num1": 15, "num2": 27}?�\(�\The query is a direct arithmetic addition operation, matching the calculator tool's capabilities.[{"name": "calculator", "similarity": 0.21577182412147522, "type": "tool"}][0.21577182412147522]��;AA!aC ba87fe562025-06-03 23:24:59.379585anthropicclaude-3-5-sonnet-20241022LLM1+2toolcalculator{"operation": "add", "num1": 1, "num2": 2}?�z�G�Simple addition calculation�"A-!a+ 623c572b2025-06-03 23:18:17.835793geminigemini-1.5-flashLLM1+2toolcalculator{"operation": "add", "num1": 1, "num2": 2}?�\(�\Simple addition 
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��/AI%%�5�!] 5c44b3c92025-06-07 22:02:56.738574googlegemini-2.5-flash-preview-05-20RAG-Enhancedhealth checktoolhealth{}?�ffffffUser explicitly requested a 'health check' which directly maps to the 'health' tool.[{"name": "health", "similarity": 0.4678041934967041, "type": "tool"}, {"name": "echo", "similarity": 0.1317644864320755, "type": "tool"}][0.4678041934967041, 0.1317644864320755]��.AI%;#1�M�Ia 5c44b3c92025-06-07 22:02:16.573243googlegemini-2.5-flash-preview-05-20RAG-Enhancedget stock price of GOOGtoolstock_quote{"ticker": "GOOG"}?�������The user is asking for a stock price, and 'stock_quote' tool is designed to retrieve live stock data for a given ticker symbol. 'GOOG' is a valid ticker symbol.[{"name": "stock_quote", "similarity": 0.44951608777046204, "type": "tool"}, {"name": "info://server", "similarity": 0.10547127574682236, "type": "resource"}][0.44951608777046204, 0.10547127574682236]r�?-AI%;#?�e�%75c44b3c92025-06-07 22:01:34.665681googlegemini-2.5-flash-preview-05-20RAG-Enhancedget stock price of AAPLtoolstock_quote{"ticker_symbol": "AAPL"}?�ffffffThe user explicitly asked for the 'stock price of AAPL', which directly maps to the 'stock_quote' tool that retrieves live stock data for a given ticker symbol like 'AAPL'.[{"name": "stock_quote", "similarity": 0.39875757694244385, "type": "tool"}][0.39875757694244385]̄b,AI%i#?�u�W�5c44b3c92025-06-07 22:00:34.968990googlegemini-2.5-flash-preview-05-20RAG-Enhancedtell me about company of ticker symbol of AAPLtoolstock_quote{"ticker_symbol": "AAPL"}?�ffffffUser is asking for information about a company using its ticker symbol, which directly maps to the stock_quote tool.[{"name": "stock_quote", "similarity": 0.42209649085998535, "type": "tool"}, {"name": "info://server", "similarity": 0.20016734302043915, "type": "resource"}, {"name": "health", "similarity": 0.12805569171905518, "type": "tool"}][0.42209649085998535, 0.20016734302043915, 0.12805569171905518]Ȅ+AI%;#1�?�Ia 5c44b3c92025-06-07 22:00:17.579504googlegemini-2.5-flash-preview-05-20RAG-Enhancedget stock price of GOOGtoolstock_quote{"ticker": "GOOG"}?�������The user is asking for a stock price, and 'stock_quote' tool is designed to retrieve live stock data for a given ticker symbol. 'GOOG' is a valid ticker.[{"name": "stock_quote", "similarity": 0.44951608777046204, "type": "tool"}, {"name": "info://server", "similarity": 0.10547127574682236, "type": "resource"}][0.44951608777046204, 0.10547127574682236]E�i*AI%M��7 5c44b3c92025-06-07 21:58:52.588349googlegemini-2.5-flash-preview-05-20RAG-Enhancedfind arc tangent of 1 in degreetooltrig{"operation": "arc tangent", "num1": 1, "unit": "degree"}?�ffffffTrigonometric calculation, specifically an inverse tangent.[{"name": "trig", "similarity": 0.33509737253189087, "type": "tool"}][0.33509737253189087]��I)AI%9[�G�!a5c44b3c92025-06-07 21:58:34.580533googlegemini-2.5-flash-preview-05-20RAG-Enhancedfind arc tangent of 1tooltrig{"operation": "arc tangent", "num1": 1}?�ffffffUser is asking for an inverse trigonometric operation, which is supported by the 'trig' tool.[{"name": "trig", "similarity": 0.27919942140579224, "type": "tool"}, {"name": "echo", "similarity": 0.10627744346857071, "type": "tool"}][0.27919942140579224, 0.10627744346857071]Â=(AI%Ay?�7 5c44b3c92025-06-07 21:58:20.926347googlegemini-2.5-flash-preview-05-20RAG-Enhancedfind tangent of 45 degreestooltrig{"operation": "tangent", "num1": 45, "unit": "degree"}?�ffffffTrigonometric calculation[{"name": "trig", "similarity": 0.36575067043304443, "type": "tool"}][0.36575067043304443]� 
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o�5AI%)y�3�9_ 5c44b3c92025-06-07 22:10:05.267113googlegemini-2.5-flash-preview-05-20RAG-Enhancedtan(45 degree)tooltrig{"operation": "tangent", "num1": 45, "unit": "degree"}?�\(�\The query asks for a trigonometric tangent operation with a specified angle in degrees, which directly matches the capabilities of the 'trig' tool.[{"name": "trig", "similarity": 0.4557085633277893, "type": "tool"}, {"name": "info://server", "similarity": 0.10818494856357574, "type": "resource"}][0.4557085633277893, 0.10818494856357574]��t4AI%{��]�35c44b3c92025-06-07 22:08:59.055101googlegemini-2.5-flash-preview-05-20RAG-Enhancedsin(π/4)tooltrig{"operation": "sine", "num1": "pi/4", "unit": "radian"}?�ffffffTrigonometric calculation involving sine with a radian input.[{"name": "trig", "similarity": 0.4243083596229553, "type": "tool"}, {"name": "calculator", "similarity": 0.20890110731124878, "type": "tool"}, {"name": "info://server", "similarity": 0.10860133171081543, "type": "resource"}, {"name": "health", "similarity": 0.10123923420906067, "type": "tool"}][0.4243083596229553, 0.20890110731124878, 0.10860133171081543, 0.10123923420906067]…3AI%C#1��U�  5c44b3c92025-06-07 22:07:45.452374googlegemini-2.5-flash-preview-05-20RAG-EnhancedGet company info about AAPLtoolstock_quote{"ticker": "AAPL"}?�������The user is asking for company information about a specific ticker symbol (AAPL), and 'stock_quote' is the most relevant tool for retrieving live stock data, which is a form of company information.[{"name": "stock_quote", "similarity": 0.3264831602573395, "type": "tool"}, {"name": "info://server", "similarity": 0.19664597511291504, "type": "resource"}, {"name": "health", "similarity": 0.10232146084308624, "type": "tool"}][0.3264831602573395, 0.19664597511291504, 0.10232146084308624]>�b2AI%Y#?��W�5c44b3c92025-06-07 22:05:48.227952googlegemini-2.5-flash-preview-05-20RAG-EnhancedGet Apple stock price and company infotoolstock_quote{"ticker_symbol": "AAPL"}?�������The query asks for 'Apple stock price', which directly corresponds to the 'stock_quote' tool using the ticker symbol 'AAPL'.[{"name": "stock_quote", "similarity": 0.43955308198928833, "type": "tool"}, {"name": "info://server", "similarity": 0.24639832973480225, "type": "resource"}, {"name": "health", "similarity": 0.13271179795265198, "type": "tool"}][0.43955308198928833, 0.24639832973480225, 0.13271179795265198]Մ"1AIWK�1�E� 5c44b3c92025-06-07 22:03:19.369349googlegemini-2.5-flash-preview-05-20LLMrepeat this message: hello MCP servertoolecho{"message": "hello MCP server"}?�\(�\User explicitly asked to repeat a message, which is the function of the echo tool.[{"name": "echo", "similarity": 0.2708919048309326, "type": "tool"}, {"name": "health", "similarity": 0.1878247857093811, "type": "tool"}, {"name": "info://server", "similarity": 0.17536014318466187, "type": "resource"}][0.2708919048309326, 0.1878247857093811, 0.17536014318466187]��_0AI%1��g�[ 5c44b3c92025-06-07 22:03:06.854820googlegemini-2.5-flash-preview-05-20RAG-Enhancedserver diagnosticstoolhealth{}?�333333The 'health' tool performs a simple health check to verify the server is running, which aligns with 'server diagnostics'.[{"name": "health", "similarity": 0.5633190870285034, "type": "tool"}, {"name": "info://server", "similarity": 0.3936193883419037, "type": "resource"}, {"name": "echo", "similarity": 0.28090110421180725, "type": "tool"}, {"name": "stock_quote", "similarity": 0.14309097826480865, "type": "tool"}, {"name": "trig", "similarity": 0.11705125868320465, "type": "tool"}][0.5633190870285034, 0.3936193883419037, 0.28090110421180725, 0.14309097826480865, 0.11705125868320465]� 
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A�=AI%?!e�K�#7 83aef1fe2025-06-07 22:42:58.843751googlegemini-2.5-flash-preview-05-20RAG-Enhancedcalculate power of 2 to 3toolcalculator{"operation": "power", "num1": 2, "num2": 3}?�\(�\The user explicitly requested a 'power' calculation, which is supported by the calculator tool.[{"name": "calculator", "similarity": 0.39652493596076965, "type": "tool"}][0.39652493596076965]��z<AI%/!k�?�#7 83aef1fe2025-06-07 22:42:46.474151googlegemini-2.5-flash-preview-05-20RAG-Enhancedwhat is 3 times 4toolcalculator{"operation": "multiply", "num1": 3, "num2": 4}?�ffffffThe query asks for a multiplication operation, which is supported by the calculator tool.[{"name": "calculator", "similarity": 0.19988791644573212, "type": "tool"}][0.19988791644573212]��;AI!e+�#7 83aef1fe2025-06-07 22:42:37.359297googlegemini-2.5-flash-preview-05-20LLM15 + 27toolcalculator{"operation": "add", "num1": 15, "num2": 27}?�\(�\Simple addition[{"name": "calculator", "similarity": 0.21577182412147522, "type": "tool"}][0.21577182412147522]��6:AI%U#1��_�3 5c44b3c92025-06-07 22:37:29.594438googlegemini-2.5-flash-preview-05-20RAG-Enhancedfind company details for ticker GOOGtoolstock_quote{"ticker": "GOOG"}?�������The user is asking for company details using a ticker symbol, which directly matches the functionality of the 'stock_quote' tool.[{"name": "stock_quote", "similarity": 0.5317259430885315, "type": "tool"}, {"name": "info://server", "similarity": 0.25458624958992004, "type": "resource"}, {"name": "health", "similarity": 0.17906101047992706, "type": "tool"}, {"name": "trig", "similarity": 0.15256810188293457, "type": "tool"}][0.5317259430885315, 0.25458624958992004, 0.17906101047992706, 0.15256810188293457]/�9AI%)y�3�9_ 5c44b3c92025-06-07 22:29:03.020298googlegemini-2.5-flash-preview-05-20RAG-Enhancedtan(45 degree)tooltrig{"operation": "tangent", "num1": 45, "unit": "degree"}?�ffffffThe query asks for a trigonometric tangent operation with a specified angle in degrees, which directly matches the capabilities of the 'trig' tool.[{"name": "trig", "similarity": 0.4557085633277893, "type": "tool"}, {"name": "info://server", "similarity": 0.10818494856357574, "type": "resource"}][0.4557085633277893, 0.10818494856357574]��8AI!e+�#7 5c44b3c92025-06-07 22:28:51.587233googlegemini-2.5-flash-preview-05-20LLM15 + 27toolcalculator{"operation": "add", "num1": 15, "num2": 27}?�\(�\Simple addition[{"name": "calculator", "similarity": 0.21577182412147522, "type": "tool"}][0.21577182412147522]��/7AI%K#1��_�3 5c44b3c92025-06-07 22:11:47.824024googlegemini-2.5-flash-preview-05-20RAG-Enhancedcompany details for ticker GOOGtoolstock_quote{"ticker": "GOOG"}?�������The user is asking for company details related to a ticker symbol, which aligns with the functionality of the stock_quote tool.[{"name": "stock_quote", "similarity": 0.48765480518341064, "type": "tool"}, {"name": "info://server", "similarity": 0.24177563190460205, "type": "resource"}, {"name": "health", "similarity": 0.15439027547836304, "type": "tool"}, {"name": "trig", "similarity": 0.1526525616645813, "type": "tool"}][0.48765480518341064, 0.24177563190460205, 0.15439027547836304, 0.1526525616645813]��6AI=�?�Q�  5c44b3c92025-06-07 22:11:19.547294googlegemini-2.5-flash-preview-05-20LLMcompany details for GOOGtool{}?�������None of the available tools (calculator, trig, health, echo) can provide company details.[{"name": "stock_quote", "similarity": 0.3106292486190796, "type": "tool"}, {"name": "info://server", "similarity": 0.19243383407592773, "type": "resource"}, {"name": "trig", "similarity": 0.11127285659313202, "type": "tool"}][0.3106292486190796, 0.19243383407592773, 0.11127285659313202] HmH�"?AIWK�1�E� 83aef1fe2025-06-07 22:43:21.216103googlegemini-2.5-flash-preview-05-20LLMrepeat this message: hello MCP servertoolecho{"message": "hello MCP server"}?�z�G�User explicitly asked to repeat a message, which is the function of the echo tool.[{"name": "echo", "similarity": 0.2708919048309326, "type": "tool"}, {"name": "health", "similarity": 0.1878247857093811, "type": "tool"}, {"name": "info://server", "similarity": 0.17536014318466187, "type": "resource"}][0.2708919048309326, 0.1878247857093811, 0.17536014318466187]��>AI%1s?�+_ 83aef1fe2025-06-07 22:43:08.215346googlegemini-2.5-flash-preview-05-20RAG-Enhancedsine of 30 degreestooltrig{"operation": "sine", "num1": 30, "unit": "degree"}?�ffffffTrigonometric calculation[{"name": "trig", "similarity": 0.5146927833557129, "type": "tool"}, {"name": "calculator", "similarity": 0.12038449198007584, "type": "tool"}][0.5146927833557129, 0.12038449198007584]�