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22 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | RagScore HZYAI/RagScore evaluate_raggenerate_qa_dataset | 2 | 2026-07-28+ | 68/100 | C |
| 2 |
| 11 |
| 2026-07-28+ |
| 60/100 |
| C |
| 3 | devrel-agents-tutorial launchdarkly-labs/devrel-agents-tutorial arxiv_searchrerankingsearch_v1+2 | 5 | <=2025-11-25 | 56/100 | D |
| 4 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 5 | appsec-sentinel cparnin/appsec-sentinel cancel_scancleanup_scansget_attack_chains+14 | 17 | 2026-07-28+ | 53/100 | D |
| 6 | mcp-servers dwpdkp/mcp-servers ask_assistantcall_tool_bulkcall_tools_bulk+3 | 6 | 2025-06-18+ | 53/100 | D |
| 7 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 8 | mcp-security-scanner rohitdhamija/mcp-security-scanner scan_directorysmart_scanvalidate_key | 3 | 2026-07-28+ | 51/100 | D |
| 9 | ghostpatch NeuralRays/ghostpatch ghostpatch_ai_analyzeghostpatch_dependenciesghostpatch_finding+5 | 8 | 2026-07-28+ | 49/100 | F |
| 10 | multipass tinosingh/multipass check_whisper_healthlist_whisper_modelstranscribe_audio | 3 | 2026-07-28+ | 48/100 | F |
| 11 | unsloth-mcp-server ScientiaCapital/unsloth-mcp-server check_installationcheck_ocr_backendsclassify_content+16 | 19 | <=2025-11-25 | 46/100 | F |
| 12 | dataagents HotTechStack/dataagents checkN8nHealthdebugEnvironmentresetConversation+12 | 15 | 2026-07-28+ | 45/100 | F |
| 13 | python-mcp-server Hawaiideveloper/python-mcp-server ai_chat_toolanalyze_code_intelligence_toolanalyze_image_tool+18 | 21 | <=2025-11-25 | 43/100 | F |
| 14 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 15 | pixelmemory pixeltable/pixelmemory manage_tasks | 1 | <=2025-11-25 | 40/100 | F |
| 16 | mcp-ai-code-review mennansevim/mcp-ai-code-review review_diff | 1 | 2026-07-28+ | 33/100 | F |
| 17 | MCP-Server donphi/MCP-Server get_contextproject_structureread_md_files+2 | 5 | 2026-07-28+ | 26/100 | F |
| 18 | cost-management-mcp knishioka/cost-management-mcp checkBalanceToolcompareProvidersToolgetAWSCostsTool+7 | 10 | <=2025-11-25 | 26/100 | F |
| 19 | AgenticLedger ShekharBhardwaj/AgenticLedger handle_mcp | 1 | 2026-07-28+ | 16/100 | F |
| 20 | autonomous-agent-system Codemethemoney/autonomous-agent-system | 0 | <=2025-11-25 | 14/100 | F |
| 21 | LLM-Benchmarking-with-MCP Saswatsusmoy/LLM-Benchmarking-with-MCP | 0 | 2026-07-28+ | 13/100 | F |
| 22 | strapi-mcp-server dugleelabs/strapi-mcp-server create_content_from_researchcreate_entrydelete_entry+7 | 10 | 2025-06-18+ | 12/100 | F |