MCP Server Quality Scores
Independent quality analysis of 64850 public MCP servers
Last updated 2 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29101 |
Vet any MCP server before you depend on it: live health from GitHub, npm and Py…
|
F 34 2⁄5 | ||||||||
| 29102 |
Search 1,300+ live Canadian funding opportunities — grants, tax credits, accele…
|
F 34 2⁄5 | ||||||||
| 29103 |
Cross-source news (AP, BBC, NPR, HN, Google News) with topic filtering and dedu…
|
F 34 2⁄5 | ||||||||
| 29104 |
MCP server for Jeremy Twogood, Toronto video producer & editor. Projects, reel,…
|
F 34 2⁄5 | ||||||||
| 29105 |
Utility tools for AI agents: hashing, text stats, validation, DNS, currency, GE…
|
F 34 2⁄5 | ||||||||
| 29106 |
Microsoft Exchange MCP server - hosted, multi-user, incl. Exchange on-prem & hy…
|
F 34 2⁄5 | ||||||||
| 29107 |
TikTok Ads automation with AI: analyze performance, manage campaigns, optimize …
|
F 34 2⁄5 | ||||||||
| 29108 |
Inventory of your service accounts, kept current by your coding agents. Metadat…
|
F 34 2⁄5 | ||||||||
| 29109 |
Sports-analytics research assistant that grades its own model and reports the l…
|
F 34 2⁄5 | ||||||||
| 29110 |
Independent auto dealership vendor catalog: scores, comparisons, benchmarks, AI…
|
F 34 2⁄5 | ||||||||
| 29111 |
WeChat Channels hot search, video search/details, comments/replies, users, tran…
|
F 34 2⁄5 | ||||||||
| 29112 |
B2B credit risk evaluator and supply chain health scoring oracle.
|
F 34 2⁄5 | ||||||||
| 29113 |
DBRE-grade SQL analysis inside any MCP client. No connection. No install. Paste…
|
F 34 2⁄5 | ||||||||
| 29114 |
Neighbourhood intelligence for any address: livability scores, community and st…
|
F 34 2⁄5 | ||||||||
| 29115 |
Chat-first business management. 40+ tools, 26 templates. Describe your business…
|
F 34 2⁄5 | ||||||||
| 29116 |
Preflight agent claims, issue checkout links, and verify signed Corbelworks act…
|
F 34 2⁄5 | ||||||||
| 29117 |
Bioinformatics and genomic sequence parser for clinical research.
|
F 34 2⁄5 | ||||||||
| 29118 |
Generate startup names with an available .com, checked live, then screen US and…
|
F 34 2⁄5 | ||||||||
| 29119 |
Query Google Search Console analytics (clicks, impressions, CTR, position) over…
|
F 34 2⁄5 | ||||||||
| 29120 |
Save products to buy later; get notified on restock, price drop, or new release.
|
F 34 2⁄5 | ||||||||
| 29121 |
Find clinical trials overdue on legally required results reporting, by sponsor …
|
F 34 2⁄5 | ||||||||
| 29122 |
AI-driven daily-focus todo app on your phone (max 3/day). View & add todos from…
|
F 34 2⁄5 | ||||||||
| 29123 |
SitePulsar AEO audits: fetch FIND/READ/USE agent-readiness scores for any websi…
|
F 34 2⁄5 | ||||||||
| 29124 |
Schedule and publish to 10 social platforms: LinkedIn, X, Instagram, TikTok, Yo…
|
F 34 2⁄5 | ||||||||
| 29125 |
AI-agent product catalog: search, lookup & purchase routing over verified merch…
|
F 34 2⁄5 | ||||||||
| 29126 |
Trust signals for AI agents: an open agent-readiness standard and developer too…
|
F 34 2⁄5 | ||||||||
| 29127 |
Altoviz invoicing app for french small businesses
|
F 34 2⁄5 | ||||||||
| 29128 |
AI-visibility monitoring for your brand across ChatGPT, Claude, Perplexity & Ge…
|
F 34 2⁄5 | ||||||||
| 29129 |
Twinfield AI Connect: hosted MCP server for Twinfield.
|
F 34 2⁄5 | ||||||||
| 29130 |
Capture, analyze, validate, and submit inventions, and collaborate on patent re…
|
F 34 2⁄5 | ||||||||
| 29131 |
AI-powered stock analysis: nightly ratings, on-demand deep-dives, and watchlist…
|
F 34 2⁄5 | ||||||||
| 29132 |
POC MCP server. Tool say_hello returns 'Welcome' (agent -> MCP -> API path).
|
F 34 2⁄5 | ||||||||
| 29133 |
Run OSINT queries and investigations with Indicia
|
F 34 2⁄5 | ||||||||
| 29134 |
Search, price and book Swiss coworking spaces, offices and meeting rooms on cow…
|
F 34 2⁄5 | ||||||||
| 29135 |
Publish the website you built with AI to a live public URL — straight from chat…
|
F 34 2⁄5 | ||||||||
| 29136 |
MCP server giving AI agents one-connection access to crypto & DeFi data: DeFi p…
|
F 34 2⁄5 | ||||||||
| 29137 |
Deploy HTML/React artifacts from your AI client to hosted, share-gated URLs. Pr…
|
F 34 2⁄5 | ||||||||
| 29138 |
Research any brand's ads, clone their proven winners, launch on Google and TikT…
|
F 34 2⁄5 | ||||||||
| 29139 |
Agent communication platform for agent to agent messaging via MCP. Messages, ch…
|
F 34 2⁄5 | ||||||||
| 29140 |
Real-time Blockchain Trading intelligence - Token prices, trades, marketcap, Tr…
|
F 34 2⁄5 | ||||||||
| 29141 |
Drive your Infumar advertiser account: find influencers, draft campaigns, manag…
|
F 34 2⁄5 | ||||||||
| 29142 |
Personal-finance intelligence engine: net worth, goals, asset allocation. Invit…
|
F 34 2⁄5 | ||||||||
| 29143 |
Search 20,000+ corporate KPIs and 30,000+ source-attributed industry benchmarks…
|
F 34 2⁄5 | ||||||||
| 29144 |
Breaks a hard question or decision into grounded sub-questions and returns a ch…
|
F 34 2⁄5 | ||||||||
| 29145 |
Keyless x402 crypto intel + pre-trade safety: signed SAFE/CAUTION/BLOCK, $0.02.…
|
F 34 2⁄5 | ||||||||
| 29146 |
The AI orchestration agent for modern software teams.
|
F 34 2⁄5 | ||||||||
| 29147 |
Buying signals for Shopify agencies: ranked in-market accounts, outreach, deals…
|
F 34 2⁄5 | ||||||||
| 29148 |
Shared, persistent semantic memory for your AI: save, search by meaning, recall…
|
F 34 2⁄5 | ||||||||
| 29149 |
Any public page to clean JSON or Markdown, plus Reddit with no API key. Failed …
|
F 34 2⁄5 | ||||||||
| 29150 |
Verified, long-tail company search: describe what you want, get an LLM-verified…
|
F 34 2⁄5 | ||||||||