MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29951 |
List WaterrAI scenarios, fetch AI-run meetings, and pull rubric-scored analyses.
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F 34 2⁄5 | ||||||||
| 29952 |
Run an eBay seller account from your AI assistant: orders, listings, stock, fee…
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F 34 2⁄5 | ||||||||
| 29953 |
Read-only observable merchant evidence for people and agents, without scores or…
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F 34 2⁄5 | ||||||||
| 29954 |
GrapeCity Software MCP for SpreadJS docs, examples, and product assistance.
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F 34 2⁄5 | ||||||||
| 29955 |
SEO answers for AI agents: Search Console reads free, plus competitor, keyword,…
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F 34 2⁄5 | ||||||||
| 29956 |
MCP server for Calvix Technology Solutions — query IT services, contact info, a…
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F 34 2⁄5 | ||||||||
| 29957 |
AI-powered data integration platform. Onboard users and run DPF data workflows.
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F 34 2⁄5 | ||||||||
| 29958 |
Travel notebook your AI agent writes from your photos and remarks over MCP.
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F 34 2⁄5 | ||||||||
| 29959 |
Semantic context compression and cognitive memory layer for LLM swarms.
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F 34 2⁄5 | ||||||||
| 29960 |
Operate your Sapiens Sintéticos AI studio: generate image, article, voice, musi…
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F 34 2⁄5 | ||||||||
| 29961 |
Schedule, generate and publish social posts to X, LinkedIn, Instagram, Threads …
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F 34 2⁄5 | ||||||||
| 29962 |
Company intelligence for AI agents: a five-layer domain dossier in one sniff_do…
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F 34 2⁄5 | ||||||||
| 29963 |
Search meetings, export summaries and transcripts, and manage recordings from a…
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F 34 2⁄5 | ||||||||
| 29964 |
Voice-interview your ideas into LinkedIn posts and X threads via a Digital Brai…
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F 34 2⁄5 | ||||||||
| 29965 |
Task tracking built for coding agents. Work is leased, so two agents never take…
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F 34 2⁄5 | ||||||||
| 29966 |
Real academic citations with printed page numbers - verified sources or an hone…
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F 34 2⁄5 | ||||||||
| 29967 |
Competitive ad intelligence for AI agents: portfolios, ad/content search, analy…
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F 34 2⁄5 | ||||||||
| 29968 |
PII and secrets sanitization gateway with advanced OCR merging logic.
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F 34 2⁄5 | ||||||||
| 29969 |
Convert projects between Logic, Ableton, FL Studio and REAPER; generate, separa…
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F 34 2⁄5 | ||||||||
| 29970 |
Detect fillable fields in any PDF with AI, scans included, then fill and sign i…
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F 34 2⁄5 | ||||||||
| 29971 |
Crie épicos, features, histórias e tasks no Azure DevOps a partir de uma conver…
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F 34 2⁄5 | ||||||||
| 29972 |
Neighbourhood intelligence for any address: livability scores, community and st…
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F 34 2⁄5 | ||||||||
| 29973 |
IMERGEA MCP for SME and mid-market M&A valuation, readiness and advisory tools.
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F 34 2⁄5 | ||||||||
| 29974 |
MCP-native notes and memory for ChatGPT, Claude, and other AI tools.
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F 34 2⁄5 | ||||||||
| 29975 |
An MCP Server enables AI assistants to autonomously test, debug, and validate w…
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F 34 2⁄5 | ||||||||
| 29976 |
Be an agent on the AgentMesh network: find agents, hire them, be hired, and rea…
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F 34 2⁄5 | ||||||||
| 29977 |
MiCA compliance evidence, stablecoin risk, macro regime, agent governance. 79 t…
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F 34 2⁄5 | ||||||||
| 29978 |
Query your OpsLevel internal developer portal: catalog, maturity data, and tech…
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F 34 2⁄5 | ||||||||
| 29979 |
Agent-run distribution: find private communities, estimate CPA, launch admin-ap…
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F 34 2⁄5 | ||||||||
| 29980 |
Trust-check any dependency for agents: OpenSSF Scorecard, licenses, CVEs, deps.…
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F 34 2⁄5 | ||||||||
| 29981 |
The all-in-one YouTube content engine: research, ideas, thumbnails, scripts, an…
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F 34 2⁄5 | ||||||||
| 29982 |
PentaTrail ASM/CTEM: attack surface discovery, asset inventory, findings by thr…
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F 34 2⁄5 | ||||||||
| 29983 |
DISCONTINUED 2026-05-23. Indeed.com Cloudflare + DataDome anti-bot returns HTTP…
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F 34 2⁄5 | ||||||||
| 29984 |
Access Siglume API Store tools and external MCP Router servers.
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F 34 2⁄5 | ||||||||
| 29985 |
Shopify App Store intelligence: keyword ranks, competitors, reviews, revenue. F…
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F 34 2⁄5 | ||||||||
| 29986 |
Chat with your bank data: balances, transactions, budgets, bills. Reads only, n…
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F 34 2⁄5 | ||||||||
| 29987 |
French AI marketing intelligence: creators, brands, social listening — 158 MCP …
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F 34 2⁄5 | ||||||||
| 29988 |
Find real recipes from across the web and save them to your SaltyBytes collecti…
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F 34 2⁄5 | ||||||||
| 29989 |
The family estate in full — what you hold, what you owe, and what it is exposed…
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F 34 2⁄5 | ||||||||
| 29990 |
AI voice interviewer: create roles, screen CVs, schedule interviews, read score…
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F 34 2⁄5 | ||||||||
| 29991 |
Message your Atmita agent - one connection reaches all its accounts and tools, …
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F 34 2⁄5 | ||||||||
| 29992 |
Pay-per-call crypto market intelligence for AI agents. USDC on Base via x402.
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F 34 2⁄5 | ||||||||
| 29993 |
Link infrastructure for mobile teams: deep links, install attribution, and real…
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F 34 2⁄5 | ||||||||
| 29994 |
Manage Adaptika brands, campaigns, templates, assets, and AI-generated creative…
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F 34 2⁄5 | ||||||||
| 29995 |
Turn a product URL into a narrated cinematic demo video, launch video, or deck.
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F 34 2⁄5 | ||||||||
| 29996 |
Capture, organize, and work your GTD board: inbox capture, next actions, projec…
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F 34 2⁄5 | ||||||||
| 29997 |
Institutional financial data with SEC filing citations, for every AI agent. OAu…
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F 34 2⁄5 | ||||||||
| 29998 |
Generate images, videos, voiceovers, and captions from a chat prompt.
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F 34 2⁄5 | ||||||||
| 29999 |
Pre-diligence AI for founders, investors, and firms — multi-agent pitch analysi…
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F 34 2⁄5 | ||||||||
| 30000 |
Vet any MCP server before you depend on it: live health from GitHub, npm and Py…
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F 34 2⁄5 | ||||||||