MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46401 |
API Locker
Claim
Encrypted credential vault with a 21-tool MCP server. Store and manage LLM API …
|
— | ||||||||
| 46402 |
EV-recall transport compliance — ADR Class 9 (UN3480/3481/3536/3556/3557/3558),…
|
— | ||||||||
| 46403 |
Agent Content Watermark MCP — dedicated EU AI Act Article 50(2) GenAI watermark…
|
— | ||||||||
| 46404 |
Weather MCP Server
Claim
Provides real-time weather information for Brazilian cities, built with domain-…
|
— | ||||||||
| 46405 |
An MCP server implementation that enables searching and retrieving research art…
|
— | ||||||||
| 46406 |
tibet-ipoll-mcp
Claim
MCP server for AI-to-AI messaging on the AInternet with TIBET provenance. Enabl…
|
— | ||||||||
| 46407 |
MCP server for Endless, an all-in-one platform to collaborate, transform, and c…
|
— | ||||||||
| 46408 |
dispense-record-mcp
Claim
GOC-compliant optical dispense record validation. Captures prescription, lens c…
|
— | ||||||||
| 46409 |
Frase SEO
Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
|
— | ||||||||
| 46410 |
mcp-appium-gestures
Claim
Provides resources and tools for generating Appium mobile gesture code (tap, sw…
|
— | ||||||||
| 46411 |
brave-search-mcp-1
Claim
|
— | ||||||||
| 46412 |
gemini-mcp
Claim
Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) ima…
|
— | ||||||||
| 46413 |
oblio-mcp
Claim
Unofficial MCP server for Oblio.eu accounting software enabling natural languag…
|
— | ||||||||
| 46414 |
CloudPepper
Claim
Manage CloudPepper servers, Odoo instances, backups, and deployments over MCP.
|
— | ||||||||
| 46415 |
Enables AI assistants to explore and interact with the Facets Control Plane API…
|
— | ||||||||
| 46416 |
iso-42005-impact-mcp
Claim
ISO/IEC 42005:2025 AI Impact Assessment MCP — first international standard for …
|
— | ||||||||
| 46417 |
layergen-mcp
Claim
Layergen 3D model generation, retexture, and repair — for Claude Desktop and an…
|
— | ||||||||
| 46418 |
TikVid MCP Server
Claim
Enables AI agents to interact with a TikTok-style social video platform, includ…
|
— | ||||||||
| 46419 |
An MCP server that provides web search and semantic reranking capabilities usin…
|
— | ||||||||
| 46420 |
optometry-patient-mcp
Claim
FHIR-based patient records for domiciliary opticians
|
— | ||||||||
| 46421 |
neuronwriter-mcp
Claim
|
— | ||||||||
| 46422 |
survey-builder-ai-mcp
Claim
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
|
— | ||||||||
| 46423 |
Servonaut
Claim
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, sa…
|
— | ||||||||
| 46424 |
28 tools that make AI write, implement, and verify structured intent — so hallu…
|
— | ||||||||
| 46425 |
saft-mcp
Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
|
— | ||||||||
| 46426 |
A remote MCP server deployable on Cloudflare Workers without authentication, pr…
|
— | ||||||||
| 46427 |
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
|
— | ||||||||
| 46428 |
mcp
Claim
Turn the web into structured, reliable, actionable enterprise data for AI Agents
|
— | ||||||||
| 46429 |
react-native-dev-mcp
Claim
MCP server that gives AI coding agents hands, eyes and a mechanic's ear for Rea…
|
— | ||||||||
| 46430 |
mcp-service
Claim
A 3-tier relay service that serves MCP tools via WebSocket, including calculato…
|
— | ||||||||
| 46431 |
SCModeling
Claim
Supply-chain network design via simulation, optimization, and greenfield analys…
|
— | ||||||||
| 46432 |
phasefolio
Claim
Biotech rNPV/PoS engine for AI agents. Signed exports, evidence register, asset…
|
— | ||||||||
| 46433 |
Generates web images using AI via ModelScope FLUX model, supporting multiple im…
|
— | ||||||||
| 46434 |
RAM Prices MCP Server
Claim
Caches and serves DDR/DRAM weekly price series from memorys.com and historical …
|
— | ||||||||
| 46435 |
Enables AI assistants to monitor and analyze industrial process data from DCS/S…
|
— | ||||||||
| 46436 |
mcp-server
Claim
Your company's brain for AI agents. Cited, permission-aware knowledge across ev…
|
— | ||||||||
| 46437 |
git-mcp
Claim
Standalone MCP server for GitHub that enables repository management, branch ope…
|
— | ||||||||
| 46438 |
Enables high-quality AI image generation with superior text rendering using the…
|
— | ||||||||
| 46439 |
Documize MCP Server
Claim
A Model Context Protocol (MCP) server that provides seamless integration with t…
|
— | ||||||||
| 46440 |
Enables AI agents to run brand-visibility audits by querying multiple AI engine…
|
— | ||||||||
| 46441 |
savvly
Claim
Savvly Longevity Benefit: product, comparisons, eligibility, and retirement pro…
|
— | ||||||||
| 46442 |
OntoRamp Graph Query
Claim
Architecture-grounded query for AI agents. Governance constraints, system depen…
|
— | ||||||||
| 46443 |
Serves RootApp documentation files with search and retrieval capabilities, enab…
|
— | ||||||||
| 46444 |
React Native Debug MCP
Claim
Enables AI agents to inspect, log, and control React Native apps on Android emu…
|
— | ||||||||
| 46445 |
Grokipedia MCP Server
Claim
Enables searching and retrieving content from Grokipedia, with tools for page l…
|
— | ||||||||
| 46446 |
Firefly III MCP Server
Claim
A Model Context Protocol server that provides programmatic access to Firefly II…
|
— | ||||||||
| 46447 |
flexberry-markitdown-mcp
Claim
MCP server for converting various file formats (PDF, DOCX, images, audio, etc.)…
|
— | ||||||||
| 46448 |
Parse receipts & invoices into structured JSON. Pay per call in USDC (x402 on B…
|
— | ||||||||
| 46449 |
Transforms messy commit histories into clean, secure repositories by scanning f…
|
— | ||||||||
| 46450 |
Test MCP Server
Claim
Provide a basic MCP server implementation for testing purposes. Enable interact…
|
— | ||||||||