MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29285
Scored
2096
Verified
16952
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41201
JigsawStack
Scrape any website instantly and get consistent structured data in seconds with…
N/A N/A 95
41202
NacoSolutions
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
N/A N/A 95
41203
novyxlabs
novyx-mcp Claim
Persistent AI agent memory with rollback, audit trails, semantic search, and kn…
95
41204
blofin
blofin-mcp Claim
Provides 40 tools for BloFin cryptocurrency exchange, enabling market data, acc…
41205
mtunell
A secure MCP server enabling read-only access and file search capabilities with…
N/A N/A 95
41206
cyberimaginationsi-gif
cyber-si-mcp Claim
N/A N/A 95
41207
nextauralabs
shelter Claim
AI financial coaching powered by real bank data — cash flow, alerts, and savings
N/A N/A 83
41208
IAGeneration
Swagger MCP Claim
Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracti…
81
41209
orcar-studio
Expose Fascia-deployed Tools and Entity schemas to AI agents via MCP
N/A N/A 83
41210
andreisirbu91-lab
mcpspend Claim
Query your MCPSpend usage: cost today, top tools, recent sessions, budget proje…
N/A N/A
41211
cybeleri
finance Claim
Financial data MCP server: stock quotes, crypto prices, portfolio tracking, mar…
N/A N/A 95
41212
kiarashedraki
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
41213
CSOAI-ORG
docker-helper-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41214
Search Buenos Aires City courts: cases, proceedings, parties, and PDF downloads
N/A N/A 81
41215
fayamonkey
Enables AI educators to provide simple explanations, interactive demonstrations…
81
41216
ndl-systems
kevros-mcp Claim
Governance primitives for autonomous agents — verify actions against policy, re…
81
41217
Hustada
MCP server for persistent, semantic memory across AI sessions
N/A N/A
41218
fixyourdocs
FixYourDocs Claim
File structured docs-feedback reports to the FixYourDocs hub via a file_doc_fee…
N/A N/A
41219
Kartha-AI
MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of …
81
41220
aiproductscout
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
41221
radiahq
Enables AI agents to manage and use prepaid virtual Visa cards with hard budget…
N/A N/A 95
41222
CryptoGenesisSecurity
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
81
41223
lckx777
Provides 10 validation tools for direct response copywriting, including blind c…
N/A N/A
41224
ScrapeGraphAI
ScrapeGraph Claim
Extract structured data and clean content from websites. Convert pages to reada…
N/A N/A 95
41225
MCP-Mirror
Enables seamless interaction with Azure DevOps for managing Git repositories, b…
81
41226
elara-labs
Index your codebase. AI searches instead of re-reading files. 94% token savings.
N/A N/A
41227
ad0750
regintel-mcp Claim
MCP server for the RegIntel API: regulatory data across 41 jurisdictions, 212 r…
N/A N/A
41228
elchika-inc
Enables web crawling and content extraction from web pages, supporting multiple…
41229
TetiAI
pixserp Claim
Live AI-native web search with citations. One tool for every MCP client. Flat p…
41230
Aldrin-Joan
paperstack Claim
Enables arXiv paper search, PDF download, text extraction, and context chunking…
N/A N/A
41231
TonyC23
Model work domains, score tasks for AI suitability, and design organisations.
N/A N/A 83
41232
QuartzUnit
FeedKit Claim
RSS/Atom feed collection with 417 curated feeds. Python MCP server.
N/A N/A 95
41233
WRG-11
WinstonRedGuard monorepo bridge for MCP agents: governance, pipelines, memory, …
N/A N/A
41234
Wavix
Wavix Claim
Hosted MCP server for the Wavix telecom platform: SMS, voice, 2FA, SIP, numbers…
41235
geraservicesuk
Find and book home service providers: cleaning, repairs, beauty, moving. 50+ co…
N/A N/A 95
41236
MCP KQL Server Claim 1
Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explo…
N/A N/A 81
41237
danilonovaisv
Manage n8n workflows with ease. Create, update, activate or deactivate, execute…
N/A N/A 95
41238
ruvnet
claude-flow Claim 2
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for e…
N/A N/A 67
41239
frazierlee
OneSocial Claim
OneSocial — The Professional Operating System™ Find vetted freelancers, creati…
81
41240
AIFAIS
Headless document processing for AI agents. Invoice extraction, contract analys…
N/A N/A 95
41241
jinhsueh
maacgo-mcp Claim
Taiwan SMS MCP server. Send from Claude / Cursor / Windsurf, NCC-compliant, NT$…
N/A N/A
41242
SamuraiBuddha
A Model Context Protocol server implementation for Autodesk Construction Cloud …
N/A N/A 95
41243 N/A N/A 95
41244
jongko54
webEmbedding Claim
Source-first URL clone, capture, rebuild, and fidelity verification tools.
41245
kazuph
Obsidian vault connector for Claude Desktop - enables reading and writing Markd…
N/A N/A 95
41246 N/A N/A 95
41247
Srishesh-Archik
dyer-md Claim
Access your dyer.md Markdown vault as a knowledge source for AI agents.
N/A N/A 95
41248
lazymac2x
Cloudflare Workers MCP server: color-palette
41249
inngest
A Model Context Protocol server that provides AI coding agents with access to u…
N/A N/A 95
41250
cirra-ai
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
81
Showing 41201–41250 of 41393 servers