MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26801 |
MCP-first toolbox for agents: KV storage, auth, queue, and utility tools. Free …
|
B 79 2⁄5 | ||||||||
| 26802 |
Live Estonia real estate listings with search, geo filters, and property metada…
|
B 79 3⁄5 | ||||||||
| 26803 |
Upload, delete, and manage images on BeeIMG. Supports URL and file uploads with…
|
B 79 2⁄5 | ||||||||
| 26804 |
Calibrated, sourced football predictions: odds, tournament sims, standings, bra…
|
B 79 2⁄5 | ||||||||
| 26805 |
Clean YouTube transcripts for agents: single videos, channels, playlists, plus …
|
B 79 3⁄5 | ||||||||
| 26806 |
Grounds LLMs in real Church Slavonic: Wiktionary lemmas, dual-number paradigms,…
|
B 79 3⁄5 | ||||||||
| 26807 |
Schedule and post to Instagram, TikTok, YouTube, X, Facebook, LinkedIn, Pintere…
|
B 79 2⁄5 | ||||||||
| 26808 |
Digital-crisis playbooks as tools, 9 languages, country-anchored reporting chan…
|
B 79 2⁄5 | ||||||||
| 26809 |
PC hardware decision engine for Brazil (pt-BR): compatibility, GPU recommendati…
|
B 79 2⁄5 | ||||||||
| 26810 |
Audit whether ChatGPT, Gemini & Perplexity recommend a business — verbatim proo…
|
B 79 2⁄5 | ||||||||
| 26811 |
Persistent memory for AI agents with Ebbinghaus forgetting-curve decay, hybrid …
|
B 79 3⁄4 | ||||||||
| 26812 |
Generate presentation PDFs, narrated videos, and MP3 audio from Markdown. Free …
|
B 79 3⁄4 | ||||||||
| 26813 |
Interact with your Google Cloud Firestore resources using natural language comm…
|
B 79 3⁄5 | ||||||||
| 26814 |
Verify B20 tokens on Base: issuer powers, imposter detection, signed EIP-712 ve…
|
B 79 2⁄5 | ||||||||
| 26815 |
Check contractor quotes for red flags and pricing risks. Free scan, paid report…
|
B 79 2⁄5 | ||||||||
| 26816 |
French used-car search across LeBonCoin, LaCentrale, L'Argus and more, with pri…
|
B 79 2⁄5 | ||||||||
| 26817 |
VSAX MCP Server
Claim
Provides comprehensive access to the Kaseya VSAX (VSA 10) REST API v3 through 6…
|
B 79 3⁄4 | ||||||||
| 26818 |
Describe a problem in plain language; get matching products with honest caveats…
|
B 79 3⁄5 | ||||||||
| 26819 |
mcp-compress
Claim
Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant …
|
B 79 3⁄4 | ||||||||
| 26820 |
Enables querying China National Bureau of Statistics data including economic in…
|
B 79 3⁄4 | ||||||||
| 26821 |
Search SORACOM documentation: service guides, FAQ, API references, IoT recipes,…
|
B 79 2⁄5 | ||||||||
| 26822 |
AI-ready GIS, geofencing, DataSynch, CRM, inventory, routing, APIs, telemetry a…
|
B 79 2⁄5 | ||||||||
| 26823 |
Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, requ…
|
B 79 3⁄5 | ||||||||
| 26824 |
Search harness engineering, agentic AI patterns, architectures, governance and …
|
B 79 3⁄5 | ||||||||
| 26825 |
Enables AI assistants to manage Instagram and Threads accounts — publish conten…
|
B 79 3⁄4 | ||||||||
| 26826 |
Hire evidence-verified home-service contractors. Confirmed-job reviews only; ra…
|
B 79 2⁄5 | ||||||||
| 26827 |
Incorporate a German GmbH or UG in chat, then finish and pay on a secure link.
|
B 79 2⁄5 | ||||||||
| 26828 |
Wake-ups, webhook inboxes, TTL memory, watches and human approval for agents. P…
|
B 79 2⁄5 | ||||||||
| 26829 |
Your AI's research copilot. Searches 6 academic databases, downloads real PDFs,…
|
B 79 3⁄4 | ||||||||
| 26830 |
Read-only access to MojaLab.com blog content: search and read posts, pages and …
|
B 79 2⁄5 | ||||||||
| 26831 |
Free no-signup file transfer, handoff & scratchpad memory for AI agents. Share …
|
B 79 2⁄5 | ||||||||
| 26832 |
An enterprise-grade MCP server for the ServiceTitan API featuring robust safety…
|
B 79 3⁄4 | ||||||||
| 26833 |
AI stock intelligence: prices, fundamentals, technicals, news, macro regime, an…
|
B 79 3⁄5 | ||||||||
| 26834 |
An MCP server that provides persistent, cross-session memory and team knowledge…
|
B 79 3⁄4 | ||||||||
| 26835 |
AI for tactical cycling intelligence: Predictive mud logic, S-Scale terrain ana…
|
B 79 3⁄4 | ||||||||
| 26836 |
Fluxink Ink Intelligence
|
B 79 3⁄5 | ||||||||
| 26837 |
Enables AI image generation and editing using Google's Nano Banana model via th…
|
B 79 3⁄4 | ||||||||
| 26838 |
UK air quality MCP: live readings, historical trends, LAQM stats, WHO checks, k…
|
B 79 3⁄5 | ||||||||
| 26839 |
Grounds LLMs in real Latin: Wiktionary lemmas, Morpheus inflections, citations.
|
B 79 3⁄5 | ||||||||
| 26840 |
agentranking
Claim
Discover and rank ERC-8004 AI agents by archetype, chain, trust score, and veri…
|
B 79 3⁄4 | ||||||||
| 26841 |
Provides AI assistants with comprehensive access to n8n node documentation, pro…
|
B 79 3⁄4 | ||||||||
| 26842 |
bim.house — words become buildings. Generate BIM, check code & structure, quote…
|
B 79 3⁄5 | ||||||||
| 26843 |
Send real faxes to EU institutions: pay per fax via checkout link or prepaid AP…
|
B 79 2⁄5 | ||||||||
| 26844 |
Grounds LLMs in the real Livonian dictionary: attested words, inflections, roma…
|
B 79 3⁄5 | ||||||||
| 26845 |
Sharebench — search & pull AI skills, agents, prompts & playbooks (SKILL.md) in…
|
B 79 2⁄5 | ||||||||
| 26846 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
|
B 79 3⁄4 | ||||||||
| 26847 |
Directorio hispano Miami-Centroamérica: busca negocios, reserva citas reales y …
|
B 79 2⁄5 | ||||||||
| 26848 |
Renamed: prefer com.sigistry/plugin-catalog. This legacy endpoint keeps working.
|
B 79 2⁄5 | ||||||||
| 26849 |
Search real coworking spaces in Europe and the Middle East: prices, amenities, …
|
B 79 2⁄5 | ||||||||
| 26850 |
APIFold
Claim
Turn any REST API into a hosted MCP server. 18 free public servers (GitHub, Str…
|
B 79 3⁄4 | ||||||||