MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26051 |
Converts Lanhu design URLs into AI-ready implementation context including HTML+…
|
B 78 3⁄4 | ||||||||
| 26052 |
Audio features (BPM, key, mood, genre) for real tracks - a Spotify audio-featur…
|
B 78 2⁄5 | ||||||||
| 26053 |
swarmix-mcp
Claim
AI client acquisition autopilot. 15 MCP tools for LinkedIn, Email, X, Instagram…
|
B 78 3⁄4 | ||||||||
| 26054 |
Scrum sprint optimizer and automated project manager.
|
B 78 2⁄5 | ||||||||
| 26055 |
Real-time Solana wallet health analysis platform and top-notch dev tool. Helps …
|
B 78 3⁄4 | ||||||||
| 26056 |
Cricket travel specialist. Search tours, destinations, schedules, and submit en…
|
B 78 2⁄5 | ||||||||
| 26057 |
DeFi protocol simulation model scoring tokenomic structures.
|
B 78 2⁄5 | ||||||||
| 26058 |
Sharp Asian odds + opening-line (初盘) movement for agents: 6 Asian books + Pinna…
|
B 78 2⁄5 | ||||||||
| 26059 |
Provides AI assistants with direct access to Autotask PSA for MSP operations. E…
|
B 78 3⁄4 | ||||||||
| 26060 |
Pre-action gates that block AI agents from repeating known mistakes.
|
B 78 3⁄4 | ||||||||
| 26061 |
Hosted MCP server for real-world data: business registries, sanctions, companie…
|
B 78 2⁄5 | ||||||||
| 26062 |
Cloudflare Email MCP
Claim
Enables AI agents to send emails via Cloudflare's Email Service. Provides both …
|
B 78 3⁄4 | ||||||||
| 26063 |
MCP server for AI agents -- fetch any URL with full JavaScript rendering (Playw…
|
B 78 3⁄4 | ||||||||
| 26064 |
l0-py-blocks-mcp
Claim
A Model Context Protocol (MCP) server for Selise Blocks Cloud integration
|
B 78 3⁄5 | ||||||||
| 26065 |
German grocery and drug store real time prices and offers including optimal rou…
|
B 78 2⁄5 | ||||||||
| 26066 |
Verify Algerian digital certificates and find certified professionals for hirin…
|
B 78 2⁄5 | ||||||||
| 26067 |
VMware Tanzu / vSphere Kubernetes Service — Supervisor cluster, Namespace, and …
|
B 78 3⁄4 | ||||||||
| 26068 |
The hidden intelligence for AI marketing agents. Real campaign data, not LLM gu…
|
B 78 2⁄5 | ||||||||
| 26069 |
EU financial regulatory monitoring: DORA, MiCA, MiFID II, AML, Solvency II and …
|
B 78 2⁄5 | ||||||||
| 26070 |
Our free Marketgenius investment tools as live, interactive React MCP Apps.
|
B 78 2⁄5 | ||||||||
| 26071 |
A privacy-first memory layer that pseudonymizes sensitive data locally before s…
|
B 78 3⁄4 | ||||||||
| 26072 |
Automated design token builder producing clean CSS and Sass assets.
|
B 78 2⁄5 | ||||||||
| 26073 |
Check visa requirements and travel documents for international travel destinati…
|
B 78 2⁄5 | ||||||||
| 26074 |
CDN and edge computing latency monitor analyzing network hops.
|
B 78 2⁄5 | ||||||||
| 26075 |
A local-first memory layer for coding agents to persist and retrieve project de…
|
B 78 3⁄4 | ||||||||
| 26076 |
Generative prompt optimizer for Midjourney, Sora, and DALL-E.
|
B 78 2⁄5 | ||||||||
| 26077 |
Fuses biometric signals into a stress score (0-100) for AI adaptation. MCP + A2…
|
B 78 3⁄5 | ||||||||
| 26078 |
Provides comprehensive management of TrueNAS SCALE instances through 278 action…
|
B 78 3⁄4 | ||||||||
| 26079 |
Search about 9,000 ski apartments plus ski passes, prices, availability and des…
|
B 78 2⁄5 | ||||||||
| 26080 |
152 pay-per-call tools: finance, macro, DeFi, crypto, legal, weather. x402 USDC…
|
B 78 2⁄5 | ||||||||
| 26081 |
WhatsApp® reminders and rescheduling for Calendly. Public read-only MCP endpoin…
|
B 78 2⁄5 | ||||||||
| 26082 |
Svelte MCP
Claim
The official Svelte MCP server providing docs and autofixing tools for Svelte d…
|
B 78 2⁄4 | ||||||||
| 26083 |
US home price forecasts via HTTP. No install — just add the URL. P10/P50/P90 ba…
|
B 78 2⁄5 | ||||||||
| 26084 |
745+ CSS3 animations and 9,000+ real SVG icons (Lucide, Heroicons, Tabler, Boot…
|
B 78 3⁄4 | ||||||||
| 26085 |
Signal-first Bitcoin intelligence: sovereign, hiring & hashrate signals over MC…
|
B 78 2⁄5 | ||||||||
| 26086 |
Anchord MCP is a hosted remote MCP server for AI agents that need canonical ide…
|
B 78 3⁄4 | ||||||||
| 26087 |
ollect comprehensive environmental data from 80+ US federal sources (FEMA, EPA,…
|
B 78 3⁄4 | ||||||||
| 26088 |
Send SMS, query delivery reports, manage senders / blacklists, register and che…
|
B 78 3⁄4 | ||||||||
| 26089 |
Automated codebase refactoring and type safety validator.
|
B 78 2⁄5 | ||||||||
| 26090 |
jeda-ai
Claim
Visual AI for strategic thinking — SWOT, flowcharts, mindmaps, Gantt diagrams a…
|
B 78 3⁄5 | ||||||||
| 26091 |
Find curated cheap flight and travel deals from Australia.
|
B 78 2⁄5 | ||||||||
| 26092 |
Transform unstructured text into queryable semantic knowledge graphs.
|
B 78 2⁄5 | ||||||||
| 26093 |
Retrieve product specifications and technical details from Icecat's database
|
B 78 2⁄5 | ||||||||
| 26094 |
Enables querying of Swiss farm workplace safety regulations including BUL/SPAA …
|
B 78 3⁄4 | ||||||||
| 26095 |
Biometric data privacy auditor ensuring Zero-Knowledge compliance.
|
B 78 2⁄5 | ||||||||
| 26096 |
Web3 social sentiment aggregator analyzing crypto trends.
|
B 78 2⁄5 | ||||||||
| 26097 |
B2B competitive-intelligence reports and head-to-head competitor comparisons fr…
|
B 78 2⁄5 | ||||||||
| 26098 |
Factual alignment and semantic bias scanner for LLM inputs.
|
B 78 2⁄5 | ||||||||
| 26099 |
Real-time supply chain risk intelligence with composite scoring and early warni…
|
B 78 2⁄5 | ||||||||
| 26100 |
Vendor-neutral catalog of 300+ commercial robots: search, compare specs, reques…
|
B 78 2⁄5 | ||||||||