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58 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-doc-search OtmanGX/mcp-doc-search list_supported_librariesregister_new_librarysearch_docs | 3 | 2026-07-28+ | 71/100 | B |
| 2 | mcp-govcon ezbiz-services/mcp-govcon |
| 4 |
| <=2025-11-25 |
| 67/100 |
| C |
| 3 | Nemo_IB JacobTDang/Nemo_IB close_paper_positionextract_13f_holdingsget_capex_announcements+19 | 22 | 2026-07-28+ | 66/100 | C |
| 4 | googlecloud-documentation-mcp axelaspor2/googlecloud-documentation-mcp read_documentationsearch_documentation | 2 | <=2025-11-25 | 63/100 | C |
| 5 | anthropic-docs-mcp-ts julianoczkowski/anthropic-docs-mcp-ts fetch_docsearch_anthropic_docs | 2 | 2026-07-28+ | 62/100 | C |
| 6 | nothumanallowed adoslabsproject-gif/nothumanallowed calendar_createcalendar_datecalendar_delete+29 | 32 | 2026-07-28+ | 61/100 | C |
| 7 | swift-mcp-server gzaal/swift-mcp-server apple_docs_populateapple_docs_searchapple_docsets_import+14 | 17 | 2026-07-28+ | 60/100 | C |
| 8 | web3-research-mcp aaronjmars/web3-research-mcp coingecko-searchcoingecko-summarycoingecko-tickers+7 | 10 | 2026-07-28+ | 59/100 | D |
| 9 | mcp-dadosbr Didiye/mcp-dadosbr cep_lookupcnpj_intelligencecnpj_lookup+2 | 5 | 2026-07-28+ | 58/100 | D |
| 10 | MCP_Server_Tool_Chatbot KUSHRAJSINH/MCP_Server_Tool_Chatbot add_expensecalculatorduckduckgo_search+2 | 5 | 2026-07-28+ | 56/100 | D |
| 11 | agntk Phoenixrr2113/agntk ast_grep_replaceast_grep_searchbackground+18 | 21 | <=2025-11-25 | 56/100 | D |
| 12 | heurist-agent-framework heurist-network/heurist-agent-framework addfilter_messagegenerate_image_prompt_for_posts+4 | 7 | <=2025-11-25 | 56/100 | D |
| 13 | myMCPserver b9b4ymiN/myMCPserver calculate_compound_interestcalculate_statisticscalculate_time_diff+11 | 14 | 2026-07-28+ | 56/100 | D |
| 14 | sage-agent sagebynature/sage-agent calculatefile_editgit_branch+9 | 12 | 2026-07-28+ | 56/100 | D |
| 15 | Autosearch 0xmariowu/Autosearch citation_addcitation_createcitation_export+18 | 21 | <=2025-11-25 | 55/100 | D |
| 16 | Misaka-Cipher Aethvion/Misaka-Cipher add_effectbridgefetch_url+23 | 26 | 2026-07-28+ | 55/100 | D |
| 17 | crypto-whitepapers-mcp kukapay/crypto-whitepapers-mcp ask_whitepaperslist_available_projectsload_whitepaper+1 | 4 | 2026-07-28+ | 55/100 | D |
| 18 | deeplook OSOJDJD/deeplook lookupresearch | 2 | <=2025-11-25 | 55/100 | D |
| 19 | AlperAI Pedal0/AlperAI search_animation_resourcessearch_documentationsearch_frontend_components+2 | 5 | <=2025-11-25 | 54/100 | D |
| 20 | light-research-mcp Code-Hex/light-research-mcp duckduckgo_web_searchextract_contentgithub_code_search | 3 | 2026-07-28+ | 54/100 | D |
| 21 | ninja-cli-mcp angkira/ninja-cli-mcp agent_analyzeagent_exec_commandagent_jobs_overview+11 | 14 | 2026-07-28+ | 54/100 | D |
| 22 | mcp-course EnkrateiaLucca/mcp-course addcompany_faqcreate_chart+21 | 24 | 2026-07-28+ | 52/100 | D |
| 23 | ai-research-agent-mcp prabureddy/ai-research-agent-mcp create_evaluationcreate_research_runexecute_code+10 | 13 | <=2025-11-25 | 51/100 | D |
| 24 | shodhRAG varun29ankuS/shodhRAG chat_with_codebasecreate_taskget_document_chunks+13 | 16 | <=2025-11-25 | 51/100 | D |
| 25 | stock-analysis-mcp YJZeng1120/stock-analysis-mcp get_stock_priceget_technical_indicatorsget_valuation_analysis | 3 | 2026-07-28+ | 51/100 | D |
| 26 | lyraios GalaxyLLMCI/lyraios call_contractcreate_cpi_transactiondelete_tool+13 | 16 | <=2025-11-25 | 49/100 | F |
| 27 | duckduckgo-mcp mersdev/duckduckgo-mcp add_noteread_notessearch_azure_docs+2 | 5 | 2026-07-28+ | 48/100 | F |
| 28 | AI_Agent_with_MCP zayedrais/AI_Agent_with_MCP analyze_dataaskgenerate_code+1 | 4 | <=2025-11-25 | 47/100 | F |
| 29 | FastSkills nj19257/FastSkills install_cloud_skilllist_skillssearch_cloud_skills | 3 | 2026-07-28+ | 47/100 | F |
| 30 | openai-mcp arthurcolle/openai-mcp CodeAnalyzeEditGenerateImage+7 | 10 | <=2025-11-25 | 46/100 | F |
| 31 | chatvideo-yucut laozuzhen/chatvideo-yucut browser_closebrowser_navigatebrowser_screenshot+4 | 7 | <=2025-11-25 | 45/100 | F |
| 32 | development-tools-mcp-server dominic-codespoti/development-tools-mcp-server analyze-code-symbolread-webpagesearch-web | 3 | <=2025-11-25 | 45/100 | F |
| 33 | mcp-server olaxbt/mcp-server aavealpha_vantagealpha_vantage_stocks+17 | 20 | <=2025-11-25 | 45/100 | F |
| 34 | Market_Agent Edwin1719/Market_Agent ConclusionFinishReportFinishResearch+7 | 10 | 2026-07-28+ | 44/100 | F |
| 35 | Simple-MCP Dannyso05/Simple-MCP get_docs | 1 | 2026-07-28+ | 42/100 | F |
| 36 | amazon-q-gpt-mcp-server JMRMEDEV/amazon-q-gpt-mcp-server chat_with_agentget_agent_statusreset_conversation | 3 | <=2025-11-25 | 42/100 | F |
| 37 | learning-mcp pratham-p/learning-mcp add_stock_toolcheck_portfolio_value_toolget_stock_position_llm+5 | 8 | 2026-07-28+ | 42/100 | F |
| 38 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 39 | ProbeCode xiyuanyang-code/ProbeCode create_filecreate_folderdelete_item+8 | 11 | 2026-07-28+ | 40/100 | F |
| 40 | shipit_agent shipiit/shipit_agent add_numbersbrowser_usecompound_interest+13 | 16 | 2026-07-28+ | 40/100 | F |
| 41 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |
| 42 | sample-Advanced-Strands-Agents-with-MCP aws-samples/sample-Advanced-Strands-Agents-with-MCP calculatoreditorfile_read+13 | 16 | <=2025-11-25 | 36/100 | F |
| 43 | DeepLearning.ai_Resources vastavikadi/DeepLearning.ai_Resources health_agentlist_doctorspolicy_agent | 3 | <=2025-11-25 | 35/100 | F |
| 44 | Geny CocoRoF/Geny confluence_pageconfluence_searchconfluence_write+37 | 40 | 2026-07-28+ | 34/100 | F |
| 45 | plannerHacker ADP-1/plannerHacker call_a_toolcall_toolexecute_shell_command+5 | 8 | 2026-07-28+ | 32/100 | F |
| 46 | smart-portfolio-mcp eddiepiper/smart-portfolio-mcp add_performance_alertadd_price_alertadd_risk_alert+17 | 20 | 2026-07-28+ | 32/100 | F |
| 47 | Agentic-AI-AGNO Anshul261/Agentic-AI-AGNO anthropic_claude_inferenceazure_openai_inferencecerebras_inference+20 | 23 | 2026-07-28+ | 29/100 | F |
| 48 | data-analysis-agent-demos jordanrburger/data-analysis-agent-demos data_analysisdata_visualizationfinancial_data+3 | 6 | 2026-07-28+ | 29/100 | F |
| 49 | corvid-agent CorvidLabs/corvid-agent | 0 | 2026-07-28+ | 28/100 | F |
| 50 | minimal-article-agent oalles/minimal-article-agent determineDocOutlinedraftArticleextractTopics+3 | 6 | 2026-07-28+ | 24/100 | F |