MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61351
89jobrien
Aggregates tasks from multiple sources (Jira, Markdown TODO files, STM CLI) int…
81
61352
Sri-Lohith-Mulugu
Code-Oracle Claim
MCP server for automated architectural mapping, security vulnerability detectio…
N/A N/A
61353
boletinclaro
Subvenciones, licitaciones y boletines oficiales de España y Europa para tu IA.…
61354
XFuel-Lab
XFuel Claim
Submit AI inference to XFuel, pay per task (USDC via x402 or TFUEL), fetch/veri…
N/A N/A
61355
albertlieyingadrian
Provide a fast and easy-to-build MCP server implementation to integrate LLMs wi…
N/A N/A 95
61356
zedbs1975-maker
excel Claim
IA for excel
N/A N/A 95
61357
vertexhub-ai
Provides AI coding agents with persistent, long-term memory through local seman…
81
61358
hyperd-ai
hyperd-mcp Claim
Pre-trade DeFi intelligence for AI agents. 20 paid x402 endpoints, USDC on Base.
N/A N/A
61359
Nobrega-Medtech
Provides over 300 medical calculator tools for AI assistants, supporting eviden…
61360
claudiogarza
Enables semantic search and content retrieval from local Obsidian vaults throug…
N/A N/A 95
61361
jalibu
CareMan MCP Claim
Read-only MCP server for CareMan Dienstplan that exposes REST API as tools for …
61362
kurokeita
A Model Context Protocol (MCP) server template built with mcp-framework, provid…
N/A N/A
61363
pipeworx-io
Enables access to federal regulatory dockets, documents, and public comments fr…
61364
WellnessAgent
Wellness-Master is the first pay-per-call wellness API where AI agents are firs…
N/A N/A
61365
forloopcodes
vision-mcp Claim
Helps non-vision models extract and understand images and screenshots via OpenR…
N/A N/A
61366
karyaboyraz
mockit-mcp Claim
Generate premium iOS mobile UI mockups (PNG + HTML) from a single text prompt. …
N/A N/A
61367
perkinsandre
Real estate investment intelligence: search, comps, cash flow, off-market leads…
N/A N/A 83
61368
attribloom
Attribloom Claim
Affiliate attribution and commission data for iOS (StoreKit 2) and Shopify
N/A N/A
61369
ichbinmartin
An MCP server that provides tools to generate, edit, and create variations of i…
61370
chris-paton
Search and book luxury villa rentals across Europe with real-time availability …
61371
adanb13
cirdan Claim
AI infrastructure cartographer & MCP server: fingerprints, graphs & watches liv…
N/A N/A
61372
kmnis
Smithery Claim
Enable dynamic integration of language models with external data and tools thro…
N/A N/A 95
61373
malkreide
MCP server connecting AI models to Swiss Federal Food Safety and Veterinary Off…
61374
hedless
Enables programmatic CAD modeling with Onshape's REST API, offering 45 tools fo…
61375
DemoMagic Claim 1
Guides for making interactive videos & AI product demos that answer viewers' qu…
N/A N/A 81
61376
mlolson
Create 3D models in Blender using natural language via an MCP server that lets …
N/A N/A
61377
mjavadalavi
Enables comprehensive Sentry monitoring including performance analysis, issue t…
61378
Delego-Dev
delego Claim
Intent-bound action authorization for AI agents: policy, human approval, and a …
N/A N/A
61379
kevinozsimsek1
Enables natural language queries for AWS CloudWatch logs, metrics, and alarms v…
61380
Cicatriiz
Provides a compact, task-oriented wrapper around the CDISC Library API for disc…
61381
lanternrow
TikTok organic analytics — video performance, engagement metrics, and profile i…
N/A N/A
61382
KTCrisis
flux7-mesh Claim
Guardrail sidecar proxy between AI agents and their MCP/REST/CLI tools. Policy …
61383
clauxel
A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, …
61384
VapiAI
Integrate your applications with Vapi APIs through seamless function calling. E…
N/A N/A 95
61385
FunplayAI
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
N/A N/A
61386
perpdata
perpdata Claim
Normalized perp funding (apr), OI, liquidations and cross-venue spreads. Free t…
61387
pofky
Check app review status, read reviews, download sales reports from App Store Co…
N/A N/A 75
61388
Deividhp13
modelport Claim
Turns any ML model into an MCP tool with auto-inferred schemas, input/output va…
61389
beastkp
Enables natural language queries on technical specifications and automated code…
N/A N/A
61390
BigCactusLabs
dead-letter Claim
Convert .eml email exports to Markdown with YAML front matter
N/A N/A
61391
HarimxChoi
Google search via Playwright with a warm Chrome profile. No API key, no proxies.
N/A N/A
61392
neo4j-contrib
neo4j-gds Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
61393
drunkrhin0
A self-hostable MCP server that enables searching and reading Rapid7 documentat…
81
61394
MichaelLJessop
DeepMap AI Claim
Multi-hazard geophysical risk scoring, prediction, weather, insurance, and clim…
N/A N/A 83
61395
voicebillz
MCP server that enables AI assistants to securely access and manage personal fi…
61396
rnaidu-parallel
Publish yourself as a remote MCP server, exposing your résumé via tools so comp…
61397
arbazex
An MCP server that provides tools to look up and verify Australian businesses u…
81
61398
DrAlexHarrison
fb-assist Claim
Privacy-preserving feedback co-author for Claude Code that redacts sensitive da…
N/A N/A
61399
ZeroCoolZiemer
Provides structured access to Scripture through the BibleBridge API, enabling s…
81
61400
Mirabelle-Workspace
Connects Figma designs to React components using your actual component library,…
N/A N/A
Showing 61351–61400 of 67286 servers