MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43001
RobleusCaesar
Book Boulder County dryer vent cleaning via MCP ($129/$169). Confirm in 1 busin…
43002
Hitsteps
AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chat…
43003
cprepos
fsq-codebase Claim
Enables fast semantic code search using FSQ embeddings, with zero-config indexi…
N/A N/A
43004
doanhnd9989
Provides AI agents live access to a DMTicket workspace for managing contacts, c…
43005
Agentberg
agentberg Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
43006
cyanheads
Query U.S. Census Bureau data, variables, and geography via MCP.
N/A N/A
43007
kkdub
Enables intelligent discovery and management of Claude Skills through semantic …
81
43008
iskifogl
Enables Gmail, Google Calendar, and Google Drive access through the Model Conte…
43009
RemseyMailjard
A demo MCP server for training purposes, providing mocked tools for exchange ra…
N/A N/A
43010
Benmebrouk
Wauldo Claim
Stateless agentic tools over MCP: concept extraction, long-context, knowledge g…
43011
clawfetch
mcp Claim
Web intelligence for AI agents: fetch, render, extract, research. x402 micropay…
43012
HeartLoveLung
A local stdio MCP server for structured web scraping with ScrapeGraphAI and an …
N/A N/A
43013
ByteAsk
Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS refe…
43014
null
This MCP (Model Context Protocol) server provides access to UNHCR data through …
81
43015
3aKHP
Symath-MCP Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
43016
zb-ss
Servonaut Claim
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, sa…
N/A N/A
43017
ThePianistDirector
HumanOps Claim 1
MCP server for AI agents to dispatch real-world tasks to verified human operato…
N/A N/A 83
43018
vogler75
Automatically generates MCP tools from any GraphQL API by introspecting its sch…
43019
zeng-andrew
Enables natural language control of test instruments like spectrum analyzers an…
N/A N/A
43020
tinhtinhcd
A Python-based MCP server for integrating Blender and 3D modeling capabilities …
N/A N/A
43021
carminelau
Enables multi-tier AI-detection screening on academic papers by extracting text…
N/A N/A
43022
Im5tu
haus Claim
OneHaus household tools: tasks, calendar, contacts, pets, vehicles, documents a…
43023
onlythebestswfl
customclaw Claim
A curated registry of small, focused utilities for building LLM and agent code …
81
43024
Phionx
mcp-hello Claim
N/A N/A 95
43025
thinkchainai
Automate cloud Chrome—navigate, click, type, screenshot, run code, record scree…
43026
abhiyoheswaran1
projscan Claim
Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcome…
N/A N/A
43027
li000592
weather-mcp Claim
Provides US weather alerts and forecasts via the National Weather Service API.
N/A N/A
43028
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
N/A N/A 83
43029
chemagents
An MCP server that reproduces the results of Nikitin et al., 'Towards Explainab…
43030
artkrsk
MCP server for the Envato Market API that provides AI agents with purchase veri…
N/A N/A
43031
ahmedselimmansor-ctrl
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
43032
junter1989k-ai
Chile payments for AI agents — Mercado Pago wallet via Mercado Pago. Never hold…
43033
delty-inc
Enable AI assistants to perform real-time web searches, academic paper searches…
N/A N/A 95
43034
simonlin1212
etsy-data Claim 1
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
67
43035
cbotworks
Hevy MCP Pro Claim
A production-ready MCP server for the Hevy fitness API that exposes 27 tools fo…
43036
AIHomeDesign
MCP server to virtually stage, redesign, enhance and declutter real-estate phot…
43037
junter1989k-ai
Brazil payments for AI agents — Pix, cards, boleto via Mercado Pago. Never hold…
43038
TencentCloudBase
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
81
43039
HypnoLabs-io
Live NYC family data: neighborhoods, schools, admissions, safety, health, and r…
43040
lazymac2x
Cloudflare Workers MCP server: font-metadata
43041
Syfer-web
krexel-mcp Claim
MCP server for Krexel — ship and edit websites from any AI assistant that speak…
N/A N/A
43042
jamesrez
Find where the money is in AI services. See what's earning and find market gaps.
N/A N/A 90
43043
luckyxpw
Enables access to the CSMAR financial database via MCP, providing tools for que…
43044
vaquarkhan
MCP-Bastion Claim
Security middleware for MCP. Blocks prompt injection, PII leakage, and resource…
N/A N/A 95
43045
happyis
Provides access to The Movie Database (TMDB) API for searching movies, retrievi…
81
43046
GhostlyGawd
codeweb Claim
Your agents break less code and burn fewer tokens — a deterministic call graph …
N/A N/A
43047
nickw409
Enables Claude Desktop to scan, analyze, and track job postings from Hacker New…
N/A N/A
43048
Artexis10
Exomem Claim
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory…
N/A N/A
43049
Latimer-Woods-Tech
MysticAPI Claim
Human Design & astrology engine: bodygraph, personal-sky SVG, today's sky. JPL …
43050
SaltfishSheep
Enables AI agents to search CustomNPCs JavaDoc for methods, fields, and class h…
N/A N/A
Showing 43001–43050 of 67197 servers
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