MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57601
arturochent
Enables Claude to search YouTube for artists and manage playlists on your YouTu…
N/A N/A
57602
billy12151
A lightweight, fully local MCP server that provides AI coding tools with a shar…
N/A N/A
57603
usepopup
Read-only MCP server for PopUp — search vendors, manage events, and track appli…
N/A N/A 83
57604
cprepos
fsq-codebase Claim
Enables fast semantic code search using FSQ embeddings, with zero-config indexi…
N/A N/A
57605
doanhnd9989
Provides AI agents live access to a DMTicket workspace for managing contacts, c…
57606
RobleusCaesar
Book Boulder County dryer vent cleaning via MCP ($129/$169). Confirm in 1 busin…
57607
na77tech-creator
Korean stocks: median price path after each DART filing type, T+1 closes, earni…
57608
Laxmi884
mcp-server Claim
Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF dow…
N/A N/A 83
57609
whit3rabbit
SpecForged Claim
Create and evolve clear software specifications from requirements and design to…
N/A N/A 95
57610
MCP server providing AI assistants the ability to interact with NetScaler envir…
N/A N/A 49
57611
kkdub
Enables intelligent discovery and management of Claude Skills through semantic …
81
57612
Benmebrouk
Wauldo Claim
Stateless agentic tools over MCP: concept extraction, long-context, knowledge g…
57613
iskifogl
Enables Gmail, Google Calendar, and Google Drive access through the Model Conte…
57614
RemseyMailjard
A demo MCP server for training purposes, providing mocked tools for exchange ra…
N/A N/A
57615
cyanheads
Query U.S. Census Bureau data, variables, and geography via MCP.
N/A N/A
57616
Agentberg
agentberg Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
57617
ByteAsk
Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS refe…
57618
null
This MCP (Model Context Protocol) server provides access to UNHCR data through …
81
57619
HeartLoveLung
A local stdio MCP server for structured web scraping with ScrapeGraphAI and an …
N/A N/A
57620
Brand-System
Make your brand machine-readable. Extract identity from any website into tokens…
N/A N/A 95
57621
ThePianistDirector
HumanOps Claim 1
MCP server for AI agents to dispatch real-world tasks to verified human operato…
N/A N/A 83
57622
3aKHP
Symath-MCP Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
57623
vogler75
Automatically generates MCP tools from any GraphQL API by introspecting its sch…
57624
zeng-andrew
Enables natural language control of test instruments like spectrum analyzers an…
N/A N/A
57625
zb-ss
Servonaut Claim
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, sa…
N/A N/A
57626
ReadyAPIs-com
Ready APIs Claim
135 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, eco…
57627
tinhtinhcd
A Python-based MCP server for integrating Blender and 3D modeling capabilities …
N/A N/A
57628
carminelau
Enables multi-tier AI-detection screening on academic papers by extracting text…
N/A N/A
57629
MediaZione
Telegram channels you administer: analytics, content plans, scheduled publishin…
57630
li000592
weather-mcp Claim
Provides US weather alerts and forecasts via the National Weather Service API.
N/A N/A
57631
abhiyoheswaran1
projscan Claim
Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcome…
N/A N/A
57632
onlythebestswfl
customclaw Claim
A curated registry of small, focused utilities for building LLM and agent code …
81
57633
thinkchainai
Automate cloud Chrome—navigate, click, type, screenshot, run code, record scree…
57634
Phionx
mcp-hello Claim
N/A N/A 95
57635
Im5tu
haus Claim
OneHaus household tools: tasks, calendar, contacts, pets, vehicles, documents a…
57636
CDCStream
captapi Claim
Social media data: 85 tools across 11 platforms (YouTube, TikTok, Instagram, X …
57637
ahmedselimmansor-ctrl
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
57638
artkrsk
MCP server for the Envato Market API that provides AI agents with purchase veri…
N/A N/A
57639
chemagents
An MCP server that reproduces the results of Nikitin et al., 'Towards Explainab…
57640
SparkSMB-Tim
agentic-ops Claim
Orchestration & technical-consulting MCP for end-to-end Salesforce, ServiceNow …
57641
mambalabsdev
Finds and verifies work emails on your own provider keys, with real per-provide…
N/A N/A
57642
delty-inc
Enable AI assistants to perform real-time web searches, academic paper searches…
N/A N/A 95
57643
Redwing-Software
Thousand API Claim
Certainty for AI Agents. Deterministic MCP tools for dates, crypto, finance. 84…
57644
cbotworks
Hevy MCP Pro Claim
A production-ready MCP server for the Hevy fitness API that exposes 27 tools fo…
57645
simonlin1212
etsy-data Claim 1
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
67
57646
TencentCloudBase
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
81
57647
junter1989k-ai
Brazil payments for AI agents — Pix, cards, boleto via Mercado Pago. Never hold…
57648
AIHomeDesign
MCP server to virtually stage, redesign, enhance and declutter real-estate phot…
57649
luckyxpw
Enables access to the CSMAR financial database via MCP, providing tools for que…
57650
michaelagustin
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
Showing 57601–57650 of 67286 servers