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73 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Api-Test-MCP GalaxyXieyu/Api-Test-MCP delete_testcaseget_mcp_metricsget_test_results+7 | 10 | <=2025-11-25 | 49/100 | F |
| 2 | code-rag-mcp |
| 5 |
| <=2025-11-25 |
| 49/100 |
| F |
| 3 | ctxai vs4vijay/ctxai bashgit_addgit_branch+8 | 11 | 2026-07-28+ | 49/100 | F |
| 4 | curso-mcp scops/curso-mcp analyze_paper_with_confirmationchiste_de_padrecompare_papers+33 | 36 | 2025-06-18+ | 49/100 | F |
| 5 | mcp plusplusoneplusplus/mcp agentdata_frame_serviceget_session_image+2 | 5 | 2026-07-28+ | 49/100 | F |
| 6 | project-mind-mcp Nik0lay1/project-mind-mcp analyze_code_complexitycancel_indexingget_annotations+18 | 21 | <=2025-11-25 | 49/100 | F |
| 7 | promptenhance dcs-soni/promptenhance enhance_promptget_project_infoindex_project+1 | 4 | 2026-07-28+ | 49/100 | F |
| 8 | windtools-mcp ZahidGalea/windtools-mcp get_initialization_statusindex_repositorylist_dir+1 | 4 | <=2025-11-25 | 49/100 | F |
| 9 | daz-obsidian-mcp darrenoakey/daz-obsidian-mcp search_fullsearch_snippets | 2 | <=2025-11-25 | 48/100 | F |
| 10 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 11 | project-vectorizer starkbaknet/project-vectorizer get_file_contentget_project_statslist_files+1 | 4 | <=2025-11-25 | 48/100 | F |
| 12 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 13 | Augmentorium wangdangel/Augmentorium graphlist_projectsproject+2 | 5 | 2025-06-18+ | 47/100 | F |
| 14 | MCP-Servers-for-Full-Stack-Development iamqasimali/MCP-Servers-for-Full-Stack-Development check_portsdocker_composedocker_exec+25 | 28 | 2026-07-28+ | 47/100 | F |
| 15 | RagThisCode ValerianRey/RagThisCode similarity_search | 1 | 2026-07-28+ | 47/100 | F |
| 16 | dev-workflow-mcp-server programinglive/dev-workflow-mcp-server check_ready_to_commitcommit_and_pushcomplete_task+19 | 22 | 2026-07-28+ | 47/100 | F |
| 17 | Optivise biswajitpanday/Optivise optidev_code_analyzeroptidev_context_analyzeroptidev_debug_helper+2 | 5 | <=2025-11-25 | 46/100 | F |
| 18 | dbc-query avirar/dbc-query cross_referenceexplain_fieldget_dbc_file_info+8 | 11 | 2026-07-28+ | 46/100 | F |
| 19 | mcp-dev-agent lwsinclair/mcp-dev-agent add_memoryadd_repo_memoryanalyze_file_content+13 | 16 | <=2025-11-25 | 46/100 | F |
| 20 | preflight-mcp jonnyhoo/preflight-mcp arxiv_searchpreflight_checkpreflight_create_bundle+11 | 14 | 2025-06-18+ | 46/100 | F |
| 21 | rag-mcp zivshek/rag-mcp get_godot_context | 1 | 2026-07-28+ | 46/100 | F |
| 22 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 23 | 42context AssahBismarkabah/42context clear_vector_storeget_code_contextget_directory_analysis+7 | 10 | <=2025-11-25 | 45/100 | F |
| 24 | DevTools JCP-VISION/DevTools analyze_videoanalyze_video_transcript_onlyanalyze_video_visuals_only+20 | 23 | 2026-07-28+ | 45/100 | F |
| 25 | codebase-patterns-mcp Manojred22/codebase-patterns-mcp get_statssearch_code | 2 | 2026-07-28+ | 45/100 | F |
| 26 | semantic-context-mcp zishengwu/semantic-context-mcp full_indexquerystatus | 3 | <=2025-11-25 | 45/100 | F |
| 27 | black-orchid AJ-Gonzalez/black-orchid audit_modulecheck_import_availabilitygenerate_audit_report+15 | 18 | 2026-07-28+ | 44/100 | F |
| 28 | cli rokovo-io/cli codebase_searchread_filewrite_file | 3 | 2026-07-28+ | 44/100 | F |
| 29 | mcp-tools GavenHwang/mcp-tools create_userdb_schemaget_zentao_bug+3 | 6 | 2026-07-28+ | 43/100 | F |
| 30 | provimedia-mcp provimedia/provimedia-mcp chainguard_alertchainguard_check_criteriachainguard_clear_alerts+13 | 16 | 2026-07-28+ | 43/100 | F |
| 31 | python-mcp-server Hawaiideveloper/python-mcp-server ai_chat_toolanalyze_code_intelligence_toolanalyze_image_tool+18 | 21 | <=2025-11-25 | 43/100 | F |
| 32 | continew-generator-mcp 93938791/continew-generator-mcp configureProjectPathsgetGenerationGuideresetPathConfig+1 | 4 | <=2025-11-25 | 42/100 | F |
| 33 | mcp-ragex jbenshetler/mcp-ragex find_symbolsget_symbol_detailsindex_codebase+4 | 7 | <=2025-11-25 | 42/100 | F |
| 34 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 35 | Code-WCAG-a11y claurennt/Code-WCAG-a11y analyzeWCAGgetAccessibilityDataget_WCAG_by_version | 3 | <=2025-11-25 | 41/100 | F |
| 36 | CodeInteliMCP rahulvgmail/CodeInteliMCP add_test_symbolanalyze_impactfind_circular_dependencies+11 | 14 | <=2025-11-25 | 41/100 | F |
| 37 | mcp_godot_rag weekitmo/mcp_godot_rag get_godot_context | 1 | 2026-07-28+ | 41/100 | F |
| 38 | nimgenie gokr/nimgenie check_syntaxexecute_external_queryexecute_external_transaction+20 | 23 | 2026-07-28+ | 41/100 | F |
| 39 | atest-ext-store-orm LinuxSuRen/atest-ext-store-orm database-query | 1 | 2026-07-28+ | 40/100 | F |
| 40 | labs-ai-tools-for-devs docker/labs-ai-tools-for-devs | 0 | 2026-07-28+ | 40/100 | F |
| 41 | code-flow-mcp mrorigo/code-flow-mcp analyze_impactdelete_memoryget_drift_analysis+9 | 12 | 2026-07-28+ | 39/100 | F |
| 42 | copilot-security-instructions Robotti-io/copilot-security-instructions get_promptlist_promptslist_resources | 3 | <=2025-11-25 | 39/100 | F |
| 43 | devtap tma1-ai/devtap get_build_errorsget_build_status | 2 | 2026-07-28+ | 39/100 | F |
| 44 | neo-agent-brain neomjs/neo-agent-brain ask_knowledge_basecheck_syntaxcheckout_pull_request+52 | 55 | 2025-06-18+ | 39/100 | F |
| 45 | TokenKeeper admin-sosys/TokenKeeper get_index_statsindexing_statusreindex_documents+1 | 4 | <=2025-11-25 | 38/100 | F |
| 46 | mcp-git-server magacho/mcp-git-server healthretrievestatus | 3 | <=2025-11-25 | 38/100 | F |
| 47 | Jira-MCP dkbearsong/Jira-MCP jira_ragjira_search | 2 | <=2025-11-25 | 37/100 | F |
| 48 | mcp-server-test billhunthouse/mcp-server-test approve_test_casechatchat_stream+10 | 13 | 2026-07-28+ | 37/100 | F |
| 49 | system-design-feedback-tool Jackey-FEI/system-design-feedback-tool design_feedbackget_rag_contextget_sampling_response | 3 | 2026-07-28+ | 37/100 | F |
| 50 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |