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142 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | rails-hyperdrive rails-hyperdrive/rails-hyperdrive describe_applist_modelslist_routes+5 | 8 | 2026-07-28+ |
| 79/100 |
| B |
| 2 | ai-dev-tools Lichens-Innovation/ai-dev-tools semantic-search-workspace-files | 1 | 2026-07-28+ | 78/100 | B |
| 3 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_pagedirectory+9 | 12 | <=2025-11-25 | 78/100 | B |
| 4 | bothread AdamACE9/bothread cancel_handoffcheck_filesclaim_files+16 | 19 | <=2025-11-25 | 76/100 | B |
| 5 | MARM-Systems Lyellr88/MARM-Systems marm_code_contextmarm_code_lookupmarm_compaction+13 | 16 | <=2025-11-25 | 75/100 | B |
| 6 | leantoken morluto/leantoken filesoutlineread+1 | 4 | <=2025-11-25 | 75/100 | B |
| 7 | ai-nexus mosesy5688-cell/ai-nexus free2aitools_comparefree2aitools_explainfree2aitools_rank+2 | 5 | 2026-07-28+ | 74/100 | B |
| 8 | gnosis-mcp nicholasglazer/gnosis-mcp delete_docget_contextget_doc+8 | 11 | 2026-07-28+ | 74/100 | B |
| 9 | kodit helixml/kodit kodit_api_docskodit_architecture_docskodit_commit_description+12 | 15 | 2026-07-28+ | 74/100 | B |
| 10 | mimirs TheWinci/mimirs annotateco_changecreate_checkpoint+19 | 22 | 2026-07-28+ | 73/100 | B |
| 11 | CTX halloffame12/CTX ctx_dependenciesctx_dependentsctx_project+3 | 6 | 2026-07-28+ | 72/100 | B |
| 12 | DocGraph Detective-XH/DocGraph docgraph_contextdocgraph_filesdocgraph_node+1 | 4 | 2026-07-28+ | 72/100 | B |
| 13 | core-memory-kit LH8PPL/core-memory-kit mk_citemk_expandmk_forget+10 | 13 | <=2025-11-25 | 72/100 | B |
| 14 | Medium-Agent N1KH1LT0X1N/Medium-Agent medium_batchmedium_castmedium_export+4 | 7 | 2026-07-28+ | 71/100 | B |
| 15 | SymDex husnainpk/SymDex build_context_packfind_circular_depsgc_stale_indexes+18 | 21 | 2026-07-28+ | 71/100 | B |
| 16 | cocoindex-code cocoindex-io/cocoindex-code search | 1 | 2026-07-28+ | 71/100 | B |
| 17 | workspace-metabolism metabolism-tools/workspace-metabolism wm_auditwm_cleanwm_db_check+6 | 9 | 2026-07-28+ | 71/100 | B |
| 18 | codebase-memory yuga-hashimoto/codebase-memory forgetproject_summaryrecall+2 | 5 | 2026-07-28+ | 70/100 | B |
| 19 | context-bunker-mcp tonghaoch/context-bunker-mcp find_referencesfind_symbolfind_unused_code+13 | 16 | <=2025-11-25 | 70/100 | B |
| 20 | docs-mcp-server arabold/docs-mcp-server cancel_jobfetch_urlfind_version+7 | 10 | 2026-07-28+ | 70/100 | B |
| 21 | herald kOlapsis/herald cancel_taskcheck_taskget_diff+7 | 10 | <=2025-11-25 | 70/100 | B |
| 22 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 | 59/100 | D |
| 23 | ChatBI Tunnello/ChatBI DuckDuckGoSearchRundatabase_schema_ragexecute_sqlite_query+6 | 9 | 2026-07-28+ | 59/100 | D |
| 24 | OptiVault Alidmo/OptiVault read_file_skeletonread_function_coderead_repo_map+1 | 4 | 2026-07-28+ | 59/100 | D |
| 25 | Zikkaron amanhij/Zikkaron anchorassess_coveragecheckpoint+18 | 21 | 2026-07-28+ | 59/100 | D |
| 26 | astrolabe-rs vascokk/astrolabe-rs full_text_searchget_file_contentget_file_outline+6 | 9 | <=2025-11-25 | 59/100 | D |
| 27 | claude-code-tool-manager tylergraydev/claude-code-tool-manager assign_mcp_to_projectcall_mcp_toolcreate_hook+26 | 29 | <=2025-11-25 | 59/100 | D |
| 28 | codebase-memory-mcp DeusData/codebase-memory-mcp index_repository | 1 | <=2025-11-25 | 59/100 | D |
| 29 | cortex gzoonet/cortex add_projectcortex_askfind_entity+8 | 11 | 2026-07-28+ | 59/100 | D |
| 30 | hivemind andrewhopper/hivemind get_all_factsget_factsearch_facts+2 | 5 | 2026-07-28+ | 59/100 | D |
| 31 | lamda firerpa/lamda clickclick_by_descriptionclick_by_description_contains+31 | 34 | 2025-06-18+ | 59/100 | D |
| 32 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 33 | mnemograph tm42/mnemograph add_observationscreate_entitiescreate_entities_force+2 | 5 | 2026-07-28+ | 59/100 | D |
| 34 | prism-insight dragon1086/prism-insight append_insightconvert_timecreate_table+10 | 13 | <=2025-11-25 | 59/100 | D |
| 35 | symgraph grahambrooks/symgraph symgraph-calleessymgraph-callerssymgraph-context+13 | 16 | <=2025-11-25 | 59/100 | D |
| 36 | taskr rhea-impact/taskr devlog_adddevlog_getdevlog_list+19 | 22 | 2026-07-28+ | 59/100 | D |
| 37 | wake joemckenney/wake wake_annotatewake_dumpwake_get_output+4 | 7 | 2026-07-28+ | 59/100 | D |
| 38 | zenn-hackathon-search yh00722/zenn-hackathon-search analyze_tech_stacksget_award_commentsget_leaderboard+11 | 14 | 2026-07-28+ | 59/100 | D |
| 39 | agentbeacon adrq/agentbeacon delegaterelease | 2 | 2026-07-28+ | 58/100 | D |
| 40 | claude-team-mcp jhpark0912/claude-team-mcp add_agentadd_noteassign_task+10 | 13 | 2026-07-28+ | 58/100 | D |
| 41 | git-mimir thuongh2/git-mimir contextcypherdetect_changes+9 | 12 | <=2025-11-25 | 58/100 | D |
| 42 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 43 | mcp-agentic-starter billzGH/mcp-agentic-starter aggregateanalyze_columncheck_inventory+28 | 31 | <=2025-11-25 | 58/100 | D |
| 44 | memex patravishek/memex get_contextget_decisionsget_gotchas+6 | 9 | 2026-07-28+ | 58/100 | D |
| 45 | notes-mcp-server goldenpathdigital/notes-mcp-server notes_addnotes_deletenotes_get+4 | 7 | 2025-06-18+ | 58/100 | D |
| 46 | synapse-memory WorldFlowAI/synapse-memory get_knowledgeget_value_metricspromote_knowledge+5 | 8 | <=2025-11-25 | 58/100 | D |
| 47 | turboedit Epistates/turboedit turboedit__batch_editturboedit__batch_readturboedit__clear_history+19 | 22 | <=2025-11-25 | 58/100 | D |
| 48 | vidurai chandantochandan/vidurai get_active_projectget_proactive_hintsget_project_context+2 | 5 | <=2025-11-25 | 58/100 | D |
| 49 | CodeAtlas developepper/CodeAtlas get_file_contentget_file_outlineget_file_tree+6 | 9 | 2026-07-28+ | 57/100 | D |
| 50 | Litescope croc100/Litescope litescope_checklitescope_difflitescope_fingerprint+7 | 10 | 2025-06-18+ | 57/100 | D |