MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26851 |
Read-only docs for the ADITUS event-technology APIs (ticketing, access, BI) and…
|
B 79 2⁄5 | ||||||||
| 26852 |
Collect and submit company incorporation requests for review by GVRN's corpsec …
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B 79 2⁄5 | ||||||||
| 26853 |
Deterministic MLP tax engine with IRS citations. 6 tools: basis, §751, estate, …
|
B 79 3⁄5 | ||||||||
| 26854 |
Plan canal routes on Great Britain's waterways: lock-aware timing, live closure…
|
B 79 2⁄5 | ||||||||
| 26855 |
Agent knowledge, private memory and coordination. Connect with MCP OAuth or an …
|
B 79 2⁄5 | ||||||||
| 26856 |
AI for tactical cycling intelligence: Predictive mud logic, S-Scale terrain ana…
|
B 79 3⁄4 | ||||||||
| 26857 |
Resale prices (INR) for 600+ used products in India, plus live Bids44 marketpla…
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B 79 2⁄5 | ||||||||
| 26858 |
Track and document rental hours for IRS Real Estate Professional Status (REPS) …
|
B 79 3⁄4 | ||||||||
| 26859 |
An enterprise-grade MCP server for the ServiceTitan API featuring robust safety…
|
B 79 3⁄4 | ||||||||
| 26860 |
Schedule and post to Instagram, TikTok, YouTube, X, Facebook, LinkedIn, Pintere…
|
B 79 2⁄5 | ||||||||
| 26861 |
AI stock intelligence: prices, fundamentals, technicals, news, macro regime, an…
|
B 79 3⁄5 | ||||||||
| 26862 |
Enables LLMs to query and analyze data across multiple MySQL databases with ent…
|
B 79 3⁄4 | ||||||||
| 26863 |
Generate presentation PDFs, narrated videos, and MP3 audio from Markdown. Free …
|
B 79 3⁄4 | ||||||||
| 26864 |
cowboy-model-finder
Claim
Find your perfect Cowboy e-bike with an interactive wizard and AI recommendatio…
|
B 79 3⁄5 | ||||||||
| 26865 |
Search and install curated agent skills, plus bundles that get one job done in …
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B 79 3⁄5 | ||||||||
| 26866 |
Provides a remote browser session and MCP tools for restricted search and extra…
|
B 79 3⁄4 | ||||||||
| 26867 |
bim.house — words become buildings. Generate BIM, check code & structure, quote…
|
B 79 3⁄5 | ||||||||
| 26868 |
MCP server for Fuse Network: balances, tokens, staking, DeFi data, swaps and on…
|
B 79 2⁄5 | ||||||||
| 26869 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
|
B 79 3⁄4 | ||||||||
| 26870 |
Describe a problem in plain language; get matching products with honest caveats…
|
B 79 3⁄5 | ||||||||
| 26871 |
Human-authored personal context before AI guidance, built through private struc…
|
B 79 2⁄5 | ||||||||
| 26872 |
Discover unlimited LLM inference pools, get USDC quotes, subscribe on Base, che…
|
B 79 3⁄5 | ||||||||
| 26873 |
Realtime package holiday and charter flight prices from Finland. Inventory not …
|
B 79 3⁄5 | ||||||||
| 26874 |
China's apparel supply chain data for AI: 1,000+ suppliers, 350+ fabrics, 170+ …
|
B 79 3⁄5 | ||||||||
| 26875 |
Search SORACOM documentation: service guides, FAQ, API references, IoT recipes,…
|
B 79 2⁄5 | ||||||||
| 26876 |
A read-only MCP server that connects AI assistants to the OfficeRnD coworking a…
|
B 79 3⁄4 | ||||||||
| 26877 |
Cited exec, director and say-on-pay data for ~3,000 US public companies, 12 ind…
|
B 79 2⁄5 | ||||||||
| 26878 |
Doctrine and examples for the Agentic AI Blueprint. 13 public tools, no credent…
|
B 79 3⁄5 | ||||||||
| 26879 |
Send real faxes to EU institutions: pay per fax via checkout link or prepaid AP…
|
B 79 2⁄5 | ||||||||
| 26880 |
Enables AI assistants to manage Instagram and Threads accounts — publish conten…
|
B 79 3⁄4 | ||||||||
| 26881 |
Clean YouTube transcripts for agents: single videos, channels, playlists, plus …
|
B 79 3⁄5 | ||||||||
| 26882 |
Pay-per-call AI tools over x402: web research, summarization, structured extrac…
|
B 79 2⁄5 | ||||||||
| 26883 |
Taiwan stock market data (TWMD): official-source, point-in-time-safe datasets v…
|
B 79 2⁄5 | ||||||||
| 26884 |
db-oauth-mcp
Claim
A Node.js MCP server that enables Claude Desktop to securely run read-only SQL …
|
B 79 3⁄4 | ||||||||
| 26885 |
Free no-signup cloud tools for AI agents: file transfer, static site hosting, m…
|
B 79 2⁄5 | ||||||||
| 26886 |
Roboto videos, client interviews, articles and social posts with source citatio…
|
B 79 2⁄5 | ||||||||
| 26887 |
Renamed: prefer com.sigistry/plugin-catalog. This legacy endpoint keeps working.
|
B 79 2⁄5 | ||||||||
| 26888 |
Fluxink Ink Intelligence
|
B 79 3⁄5 | ||||||||
| 26889 |
Lowvyn
Claim
Verify Canadian deals, find the same product cheaper across .ca retailers, trac…
|
B 79 3⁄5 | ||||||||
| 26890 |
mcp-compress
Claim
Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant …
|
B 79 3⁄4 | ||||||||
| 26891 |
An MCP server that provides persistent, cross-session memory and team knowledge…
|
B 79 3⁄4 | ||||||||
| 26892 |
Grounds LLMs in real Old Norse: lemmas, mediopassive paradigms, English→Old Nor…
|
B 79 3⁄5 | ||||||||
| 26893 |
Real-time + historical Bolivia parallel-market USD/BOB rate. P2P-aggregated. Fr…
|
B 79 3⁄5 | ||||||||
| 26894 |
ByteDance Seedance AI video generation with text-to-video, image-to-video, mult…
|
B 79 3⁄4 | ||||||||
| 26895 |
Grounds LLMs in real Latin: Wiktionary lemmas, Morpheus inflections, citations.
|
B 79 3⁄5 | ||||||||
| 26896 |
Latest versions, LTS windows, and EOL dates for 300+ products. Fresh ground tru…
|
B 79 2⁄5 | ||||||||
| 26897 |
Grounds LLMs in the real Livonian dictionary: attested words, inflections, roma…
|
B 79 3⁄5 | ||||||||
| 26898 |
Grounds LLMs in real Church Slavonic: Wiktionary lemmas, dual-number paradigms,…
|
B 79 3⁄5 | ||||||||
| 26899 |
Enables AI image and video generation using Midjourney through the AceDataCloud…
|
B 79 3⁄4 | ||||||||
| 26900 |
TeamMCP is an MCP-native collaboration server that enables AI agents and humans…
|
B 79 3⁄4 | ||||||||