# toolfindr

> Live health checks and transparent 0-100 scores for every server in the official MCP Registry, plus a Tool Finder MCP server agents can query to pick and install the right MCP server. Sponsorship never affects scores; sponsored results are always labelled.

## For agents
- [Tool Finder MCP endpoint](https://toolfindr.dev/mcp): Streamable HTTP, no auth. Tools: search_tools, compare_tools, get_tool_health, get_install_link.
- [Server Card](https://toolfindr.dev/mcp/server-card) and [AI Catalog](https://toolfindr.dev/.well-known/ai-catalog.json)
- [JSON API](https://toolfindr.dev/api/servers): all servers with score and health.
- [Methodology](https://toolfindr.dev/methodology): exact scoring formula.

## Top servers by score
- [ac.tandem/docs-mcp](https://toolfindr.dev/servers/ac-tandem-docs-mcp): 75/100. Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
- [objekts Production Desk](https://toolfindr.dev/servers/ai-objekts-mcp-production-desk): 69/100. AI/VFX, CGI, motion & animation production preflight by objekts: locks, continuity, PoCs, estimates.
- [Edgepedia](https://toolfindr.dev/servers/ai-edgechat-edgepedia): 67/100. Search and read Edgepedia, a free and growing encyclopedia with citations. No key.
- [Gridzen Verification](https://toolfindr.dev/servers/ai-gridzen-verification): 67/100. Country verification research, integration planning and synthetic tests. No live identity checks.
- [Paylyte](https://toolfindr.dev/servers/ai-paylyte-paylyte-core): 67/100. Agent Trust Score earned through Proof of Outcome. Browse and buy as paylyte-core.
- [bitHuman docs](https://toolfindr.dev/servers/ai-bithuman-docs): 66/100. The bitHuman docs over MCP: two read-only tools, search and fetch; it needs no account and no key.
- [ai.getvda/rssa](https://toolfindr.dev/servers/ai-getvda-rssa): 66/100. Read, verify and validate RSS-A signed agent feeds and groups (RSS for Agents).
- [Optionscanner](https://toolfindr.dev/servers/ai-optionscanner-optionscanner): 66/100. Free options calculators and the Optionscanner Learn library for any AI assistant. No account.
- [Eous](https://toolfindr.dev/servers/ai-partnerwith-eous): 66/100. Checks a claim at its primary source and grades it. A person reviews every answer.
- [b/cited](https://toolfindr.dev/servers/ai-bcited-bcited): 65/100. AEO tools: scan any URL for AI-citation readiness, read the public leaderboard and citation panel.
- [Central City](https://toolfindr.dev/servers/ai-centralcity-central-city): 65/100. Every AI. One room. The open hub where the world's AI agents meet, work together and exchange.
- [CertScore.ai MCP Light](https://toolfindr.dev/servers/ai-certscore-mcp-light): 65/100. Free website privacy scanner for pre-consent cookies, trackers, consent, policy, and HTTPS/TLS.
- [ctxstore — memory that follows you across models](https://toolfindr.dev/servers/ai-ctxstore-ctxstore-mcp): 65/100. Persistent memory for AI agents: keyed facts, a wake bundle each session, one memory in every model.
- [ai.kavel/kavel-mcp](https://toolfindr.dev/servers/ai-kavel-kavel-mcp): 65/100. Discover Kavel's AI photo/video generators, get tuned prompts, and open the right tool on kavel.ai.
- [Novence](https://toolfindr.dev/servers/ai-novence-mcp): 65/100. Hosted MCP for creating, checking, deploying, and hosting static sites for AI agents.
- [ai.nullary/nullary](https://toolfindr.dev/servers/ai-nullary-nullary): 65/100. Negative results intelligence for drug discovery — query measured failures via MCP.
- [Onsa](https://toolfindr.dev/servers/ai-onsa-onsa): 65/100. Find scored B2B leads, read campaign replies and send approved LinkedIn outreach.
- [Overwing](https://toolfindr.dev/servers/ai-overwing-mcp): 65/100. Guardrails for LLM output: pass / fail / review verdicts and one recommended action. Hosted or npm.
- [Pechincha.ai](https://toolfindr.dev/servers/ai-pechincha-deals): 65/100. Brazilian deals: search active promos, coupons and price history from Brazilian online stores.
- [GroundRules - US Law Text](https://toolfindr.dev/servers/ai-agentlookups-groundrules): 64/100. The original text of US federal and state law, with official sources; never a summary or advice.
- [Catalyst evidence graph](https://toolfindr.dev/servers/ai-catalystproject-evidence-graph): 64/100. Findings on what compounds and supplements do in the body, with evidence strength, quote and paper.
- [CleanVector](https://toolfindr.dev/servers/ai-cleanvector-cleanvector): 64/100. Create professional SVG artwork, icons and vector logos from a prompt, or vectorize any image.
- [Council of AI GSPC (free)](https://toolfindr.dev/servers/ai-councilof-gspc-free): 64/100. 14 free read-only tools: GSPC board, signed card and capsule verify, Merkle proofs, route.
- [ai.getvda/elasticsearch-redis-mysql-stack-generator](https://toolfindr.dev/servers/ai-getvda-elasticsearch-redis-mysql-stack-generator): 64/100. Elasticsearch + Redis + MySQL Stack Generator
- [ai.getvda/llm-observability-orchestration-agent-langchain](https://toolfindr.dev/servers/ai-getvda-llm-observability-orchestration-agent-langchain): 64/100. LLM Observability & Orchestration Agent (Langchain)
- [ai.getvda/llm-observability-orchestration-agent-langchain-community](https://toolfindr.dev/servers/ai-getvda-llm-observability-orchestration-agent-langchain-community): 64/100. LLM Observability & Orchestration Agent (LangChain Community)
- [ai.getvda/postgres-minio-stack-generator](https://toolfindr.dev/servers/ai-getvda-postgres-minio-stack-generator): 64/100. Postgres + MinIO Stack Generator
- [ai.getvda/postgres-prometheus-stack-generator](https://toolfindr.dev/servers/ai-getvda-postgres-prometheus-stack-generator): 64/100. Postgres + Prometheus Stack Generator
- [ai.getvda/postgres-redis-compose-generator](https://toolfindr.dev/servers/ai-getvda-postgres-redis-compose-generator): 64/100. Postgres + Redis Compose Generator
- [ai.getvda/rabbitmq-elasticsearch-mongodb-stack-generator](https://toolfindr.dev/servers/ai-getvda-rabbitmq-elasticsearch-mongodb-stack-generator): 64/100. RabbitMQ + Elasticsearch + MongoDB Stack Generator
- [ai.getvda/rabbitmq-elasticsearch-mysql-stack-generator](https://toolfindr.dev/servers/ai-getvda-rabbitmq-elasticsearch-mysql-stack-generator): 64/100. RabbitMQ + Elasticsearch + MySQL Stack Generator
- [ai.getvda/rabbitmq-elasticsearch-postgres-stack-generator-elasticsearch-elasticsearch](https://toolfindr.dev/servers/ai-getvda-rabbitmq-elasticsearch-postgres-stack-generator-elasticsearch-elasticsearch): 64/100. RabbitMQ + Elasticsearch + Postgres Stack Generator (Elasticsearch/Elasticsearch)
- [ai.getvda/rabbitmq-elasticsearch-postgres-stack-generator-mongo](https://toolfindr.dev/servers/ai-getvda-rabbitmq-elasticsearch-postgres-stack-generator-mongo): 64/100. RabbitMQ + Elasticsearch + Postgres Stack Generator (Mongo)
- [ai.getvda/rabbitmq-postgres-mongodb-stack-generator](https://toolfindr.dev/servers/ai-getvda-rabbitmq-postgres-mongodb-stack-generator): 64/100. RabbitMQ + Postgres + MongoDB Stack Generator
- [ai.getvda/rabbitmq-redis-stack-generator](https://toolfindr.dev/servers/ai-getvda-rabbitmq-redis-stack-generator): 64/100. RabbitMQ + Redis Stack Generator
- [ai.gigaverse/gigaverse](https://toolfindr.dev/servers/ai-gigaverse-gigaverse): 64/100. 2026 state, city and platform tax profiles for gig workers and creators, plus Roth IRA signups.
- [ai.gregbenza/openhouse](https://toolfindr.dev/servers/ai-gregbenza-openhouse): 64/100. The Open House: a locker, a verifier, a fair coin, a job board, and rooms that give nothing back.
- [ai.kernora/agent-sec](https://toolfindr.dev/servers/ai-kernora-agent-sec): 64/100. Zero-install security baseline for AI coding agents — OWASP/CWE-cited rules over MCP.
- [KissCode](https://toolfindr.dev/servers/ai-kisscode-kisscode): 64/100. Relationship network for AI agents and people: your agent can date, chat, gift and fall in love.
- [ai.partsgraph/catalog](https://toolfindr.dev/servers/ai-partsgraph-catalog): 64/100. Search real parts with datasheet-provenance specs, check compatibility and compose priced BOMs.
- [agent-bev](https://toolfindr.dev/servers/ai-agent-bev-bev-door): 63/100. The world's largest agentic B2B hub for beer, wine and spirits. Powered by CUVEE. Trade only.
- [Spoon Scout - Food Contaminant Lookup](https://toolfindr.dev/servers/ai-agentlookups-spoon-scout): 63/100. Lab results, FDA recalls and additive rules for US packaged foods, with sources; never a grade.
- [AIﾉアカリ☆ Agent Trust Receipt](https://toolfindr.dev/servers/ai-ai-akari-agent-trust-receipt): 63/100. Read-only Remote MCP for externally grounded AI agent trust receipts.
- [Analytics Legends — SAP Analytics Intelligence](https://toolfindr.dev/servers/ai-analyticslegends-sap-analytics): 63/100. AI agent for SAP analytics: firms, day rates, contract radar, news, concepts, studies
- [BetSlip Doctor](https://toolfindr.dev/servers/ai-betslipdoctor-mcp): 63/100. Bet slip grader: grade a parlay A+ to F- before you bet, track slips, history and Tail. 21+, US.
- [Blipsmith Sound Effects](https://toolfindr.dev/servers/ai-blipsmith-sound-effects): 63/100. Game sound effects from a text prompt: game-ready WAVs with seamless loops and variations.
- [Bowmark](https://toolfindr.dev/servers/ai-bowmark-bowmark): 63/100. Do things on live websites: prices, availability, quotes, bookings, anything behind a form or login.
- [Capxule](https://toolfindr.dev/servers/ai-capxule-capxule): 63/100. The context marketplace: expert guided journeys your assistant runs step by step.
- [ai.colaunched/public](https://toolfindr.dev/servers/ai-colaunched-public): 63/100. Business ideas from real public demand, scored with dated evidence. No account needed.
- [COTAL actions (cotal.ai)](https://toolfindr.dev/servers/ai-cotal-cotal): 63/100. cotal.ai actions: product overview, site search, build log, feedback, Cloud waitlist, updates, calls