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51 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | code-rag-mcp zhiwei1988/code-rag-mcp delete_repo_indexget_file_contextindex_repo+2 | 5 | <=2025-11-25 | 49/100 | F |
| 2 | ctxai vs4vijay/ctxai bashgit_add |
| 11 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | mcp plusplusoneplusplus/mcp agentdata_frame_serviceget_session_image+2 | 5 | 2026-07-28+ | 49/100 | F |
| 4 | project-mind-mcp Nik0lay1/project-mind-mcp analyze_code_complexitycancel_indexingget_annotations+18 | 21 | <=2025-11-25 | 49/100 | F |
| 5 | promptenhance dcs-soni/promptenhance enhance_promptget_project_infoindex_project+1 | 4 | 2026-07-28+ | 49/100 | F |
| 6 | windtools-mcp ZahidGalea/windtools-mcp get_initialization_statusindex_repositorylist_dir+1 | 4 | <=2025-11-25 | 49/100 | F |
| 7 | daz-obsidian-mcp darrenoakey/daz-obsidian-mcp search_fullsearch_snippets | 2 | <=2025-11-25 | 48/100 | F |
| 8 | project-vectorizer starkbaknet/project-vectorizer get_file_contentget_project_statslist_files+1 | 4 | <=2025-11-25 | 48/100 | F |
| 9 | Augmentorium wangdangel/Augmentorium graphlist_projectsproject+2 | 5 | 2025-06-18+ | 47/100 | F |
| 10 | RagThisCode ValerianRey/RagThisCode similarity_search | 1 | 2026-07-28+ | 47/100 | F |
| 11 | Optivise biswajitpanday/Optivise optidev_code_analyzeroptidev_context_analyzeroptidev_debug_helper+2 | 5 | <=2025-11-25 | 46/100 | F |
| 12 | mcp-dev-agent lwsinclair/mcp-dev-agent add_memoryadd_repo_memoryanalyze_file_content+13 | 16 | <=2025-11-25 | 46/100 | F |
| 13 | preflight-mcp jonnyhoo/preflight-mcp arxiv_searchpreflight_checkpreflight_create_bundle+11 | 14 | 2025-06-18+ | 46/100 | F |
| 14 | rag-mcp zivshek/rag-mcp get_godot_context | 1 | 2026-07-28+ | 46/100 | F |
| 15 | 42context AssahBismarkabah/42context clear_vector_storeget_code_contextget_directory_analysis+7 | 10 | <=2025-11-25 | 45/100 | F |
| 16 | codebase-patterns-mcp Manojred22/codebase-patterns-mcp get_statssearch_code | 2 | 2026-07-28+ | 45/100 | F |
| 17 | semantic-context-mcp zishengwu/semantic-context-mcp full_indexquerystatus | 3 | <=2025-11-25 | 45/100 | F |
| 18 | black-orchid AJ-Gonzalez/black-orchid audit_modulecheck_import_availabilitygenerate_audit_report+15 | 18 | 2026-07-28+ | 44/100 | F |
| 19 | cli rokovo-io/cli codebase_searchread_filewrite_file | 3 | 2026-07-28+ | 44/100 | F |
| 20 | python-mcp-server Hawaiideveloper/python-mcp-server ai_chat_toolanalyze_code_intelligence_toolanalyze_image_tool+18 | 21 | <=2025-11-25 | 43/100 | F |
| 21 | mcp-ragex jbenshetler/mcp-ragex find_symbolsget_symbol_detailsindex_codebase+4 | 7 | <=2025-11-25 | 42/100 | F |
| 22 | Code-WCAG-a11y claurennt/Code-WCAG-a11y analyzeWCAGgetAccessibilityDataget_WCAG_by_version | 3 | <=2025-11-25 | 41/100 | F |
| 23 | CodeInteliMCP rahulvgmail/CodeInteliMCP add_test_symbolanalyze_impactfind_circular_dependencies+11 | 14 | <=2025-11-25 | 41/100 | F |
| 24 | mcp_godot_rag weekitmo/mcp_godot_rag get_godot_context | 1 | 2026-07-28+ | 41/100 | F |
| 25 | labs-ai-tools-for-devs docker/labs-ai-tools-for-devs | 0 | 2026-07-28+ | 40/100 | F |
| 26 | code-flow-mcp mrorigo/code-flow-mcp analyze_impactdelete_memoryget_drift_analysis+9 | 12 | 2026-07-28+ | 39/100 | F |
| 27 | neo-agent-brain neomjs/neo-agent-brain ask_knowledge_basecheck_syntaxcheckout_pull_request+52 | 55 | 2025-06-18+ | 39/100 | F |
| 28 | TokenKeeper admin-sosys/TokenKeeper get_index_statsindexing_statusreindex_documents+1 | 4 | <=2025-11-25 | 38/100 | F |
| 29 | mcp-git-server magacho/mcp-git-server healthretrievestatus | 3 | <=2025-11-25 | 38/100 | F |
| 30 | Jira-MCP dkbearsong/Jira-MCP jira_ragjira_search | 2 | <=2025-11-25 | 37/100 | F |
| 31 | system-design-feedback-tool Jackey-FEI/system-design-feedback-tool design_feedbackget_rag_contextget_sampling_response | 3 | 2026-07-28+ | 37/100 | F |
| 32 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |
| 33 | GitDoc-MCP-Server xmfaizan/GitDoc-MCP-Server analyze_repositorycalculate_complexityexplain_code_snippet+2 | 5 | 2026-07-28+ | 36/100 | F |
| 34 | cursor-local-indexing LuotoCompany/cursor-local-indexing analyze_codedelete_collectionget_file_content+5 | 8 | <=2025-11-25 | 36/100 | F |
| 35 | mcp-vscode-server Jeehunter/mcp-vscode-server change_themeclose_all_editorsclose_editor+13 | 16 | 2026-07-28+ | 36/100 | F |
| 36 | piper-morgan-product mediajunkie/piper-morgan-product echo | 1 | <=2025-11-25 | 36/100 | F |
| 37 | devmemory-mcp colinrozario/devmemory-mcp add_memorybuild_and_write_contextsearch_memory+1 | 4 | 2026-07-28+ | 35/100 | F |
| 38 | DIY_MCP_SERVER jashwanthpj/DIY_MCP_SERVER prompts/getresources/readtools/call | 3 | <=2025-11-25 | 34/100 | F |
| 39 | cursor-brain l11223/cursor-brain add_factadd_memoryanalyze_code+20 | 23 | 2026-07-28+ | 34/100 | F |
| 40 | mcp-code-indexer zxfgds/mcp-code-indexer analyze_code_qualityanalyze_dependenciesfind_similar_code+5 | 8 | <=2025-11-25 | 33/100 | F |
| 41 | git-context-mcp-forge honeyuheony/git-context-mcp-forge rag_to_contextrepo_to_rag | 2 | <=2025-11-25 | 32/100 | F |
| 42 | apm-mcp-server HappymanOkajima/apm-mcp-server apm_practice_urllist_apm_practicesquery_apm | 3 | 2026-07-28+ | 30/100 | F |
| 43 | mchp-mcp-core jonzo97/mchp-mcp-core AbbreviationExpander.expandAbbreviationExpander.expand_queryAbbreviationExpander.get_expansion+13 | 16 | 2026-07-28+ | 29/100 | F |
| 44 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |
| 45 | omarchy-mcp Zeus-Deus/omarchy-mcp compare_omarchy_vs_archfind_config_locationget_server_info+1 | 4 | <=2025-11-25 | 12/100 | F |
| 46 | terraform-ingest zloeber/terraform-ingest get_ingestion_statusget_module_index_statsget_module_resource+4 | 7 | 2026-07-28+ | 12/100 | F |
| 47 | smart-fork recursive-vibe/smart-fork chunks/searchfork-detectsessions/index+2 | 5 | <=2025-11-25 | 11/100 | F |
| 48 | chunker-mcp tarjeir/chunker-mcp chunk_and_vectorisedelete_collectionlist_directories+1 | 4 | <=2025-11-25 | 10/100 | F |
| 49 | mcp-workflows-marketplace truaxki/mcp-workflows-marketplace clear_databasecreate_constraintscreate_database+19 | 22 | <=2025-11-25 | 6/100 | F |
| 50 | api-to-curl-mcp-server S-Umasankar/api-to-curl-mcp-server auto_finetuneevaluate_modelgenerate_curl+7 | 10 | <=2025-11-25 | 5/100 | F |