MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33946
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44751
madtank
Exposes Amazon Nova Act browser-automation tools via the Model Context Protocol…
— ○ ⏳ — — — — — —
44752
parserelay
Enables document parsing into structured, confidence-scored fields via the scan…
— ○ ⏳ — — — — — —
44753
Humanform Claim 1
Anthropometric prediction API: predict measurements, list countries, list measu…
— ○ — N/A N/A — 69 —
44754
oemoem12
Provides local agent capabilities for LM Studio including file I/O, terminal ex…
— ○ ⏳ — — — — — —
44755
Milor123
A minimalist MCP server that fetches transcripts from YouTube videos using the …
— ○ ⏳ — — — — — —
44756
LiterallyBlah
Dradis MCP Claim
Integrates with Dradis Pro to manage projects, vulnerabilities, content blocks,…
— ○ ⏳ — — — — — —
44757
nyx-builds
MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, …
— ○ ⏳ — N/A N/A — — —
44758
ownmemoryhq
OwnMemory Claim
Encrypted memory for Claude, on a server you deploy to your own Cloudflare acco…
— ○ ⏳ — — — — — —
44759
prenats
An MCP server that enables Claude Code to generate context-aware images using l…
— ○ ⏳ — N/A N/A — — —
44760
sandraschi
A FastMCP server providing comprehensive file system, Docker, and Git operation…
— ○ ⏳ — N/A N/A — — —
44761
herotech101
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
— ○ ⏳ — N/A N/A — — —
44762
mailgent
hivekey.ai Claim
Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
— ○ ⏳ — — — — 81 —
44763
Bishop81
Domain intelligence for agents: WHOIS, DNS, SSL/TLS, security headers, reputati…
— ○ ⏳ — N/A N/A — — —
44764
pzfreo
MCP server that exposes build123d parametric CAD operations as tools, enabling …
— ○ ⏳ — N/A N/A — — —
44765
bina165
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
— ○ ⏳ — N/A N/A — — —
44766
tether-md
Tether MD Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
— ○ ⏳ — N/A N/A — — —
44767 — ○ ⏳ — N/A N/A — 95 —
44768
crevio
Crevio Claim
AI that runs your business so you don't have to.
— ○ ⏳ — N/A N/A — 95 —
44769
Quartalis
A minimal MCP server with calculator and memory store tools, ready to use with …
— ○ ⏳ — N/A N/A — — —
44770
danielrosehill
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
— ○ ⏳ — N/A N/A — — —
44771
halilcengel
IzmirMCP Claim
MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
— ○ ⏳ — — — — — —
44772
mortada7-11
A Model Context Protocol server that exposes SQL Server metadata and read-only …
— ○ ⏳ — — — — — —
44773
moinsen-dev
Bridges AI agents with Tauri desktop applications for intelligent debugging, te…
— ○ ⏳ — N/A N/A — — —
44774
junter1989k-ai
Brazil payments for AI agents — Pix, cards, boleto via Mercado Pago. Never hold…
— ○ ⏳ — — — — — —
44775
srotzin
Pre-attestation gate for AI inference that checks compliance conditions and iss…
— ○ ⏳ — — — — — —
44776
treesoop
ai-news-mcp Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
— ○ ⏳ — — — — — —
44777
clemsai
Give AI agents their own email inboxes. Create, send, receive, and manage email…
— ○ ⏳ — — — — — —
44778
AkbariKishan
Memory MCP Claim
An advanced cognitive memory agent for AI chatbots that provides long-term, aut…
— ○ ⏳ — N/A N/A — — —
44779
fedosis
An independent memory service for AI agents that stores and retrieves facts wit…
— ○ ⏳ — N/A N/A — — —
44780
ajmalaksar25
gsc-mcp Claim
Turns Google Search Console into an SEO copilot by enabling natural language qu…
— ○ ⏳ — N/A N/A — — —
44781
BounceProtect
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
— ○ ⏳ — — — — — —
44782
toreydai
Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML…
— ○ ⏳ — — — — — —
44783
fluentive
Information, FAQs, features, and pricing for Fluentive's task management platfo…
— ○ ⏳ — — — — — —
44784
pipeworx-io
data-seattle Claim
Enables querying Seattle open data from data.seattle.gov via the Socrata SODA A…
— ○ ⏳ — — — — — —
44785
Y-Sky-bro
nexus-memory Claim
A zero-dependency, file-based persistent memory system for AI agents with tiere…
— ○ ⏳ — N/A N/A — — —
44786
uetuluk
Enables Claude to act as an autonomous radio DJ, generating live-coded music wi…
— ○ ⏳ — N/A N/A — — —
44787
adebayojuwon200-pixel
layergen-mcp Claim
Layergen 3D model generation, retexture, and repair — for Claude Desktop and an…
— ○ ⏳ — N/A N/A — — —
44788
linera-io
Enables Claude to increment and query a counter deployed on the Linera blockcha…
— ○ ⏳ — N/A N/A — — —
44789
rozbijbank
Rozbij Bank Claim
Compare personal and business bank accounts, savings, and deposits specifically…
— ○ ⏳ — — — — 81 —
44790
ahad-raza24
Provides 12 tools to scrape and access Pakistan Stock Exchange market data, inc…
— ○ ⏳ — — — — — —
44791
wyre-technology
MCP server for Ironscales — phishing incident management, email classification,…
— ○ ⏳ — — — — — —
44792
Edge-JB
te1000-mcp Claim
MCP server for Beckhoff TwinCAT XAE / TE1000 Automation Interface, enabling con…
— ○ ⏳ — N/A N/A — — —
44793
CSOAI-ORG
MCP server for creating and managing digital human models with built-in EU AI A…
— ○ ⏳ — N/A N/A — — —
44794
georgetso
MCP Memory Claim 1
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
— ○ ⏳ — — — — 81 —
44795
sandraschi
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
— ○ ⏳ — N/A N/A — — —
44796
DevTo-AI
devto-mcp Claim
A work management MCP server for Claude Code that integrates with Jira Cloud to…
— ○ ⏳ — N/A N/A — — —
44797
az-coder-123
Enables LLMs to interact deeply with PostgreSQL databases—query data, manage sc…
— ○ ⏳ — — — — 81 —
44798
KI4JLU
mcp-blanko Claim
A TypeScript template for building MCP servers with stdio/SSE transport and eas…
— ○ ⏳ — — — — — —
44799
caboose-mcp
Caboose MCP Claim
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
— ○ ⏳ — — — — 81 —
44800
kevinpez
Enables natural language management of MikroTik routers through Cursor IDE by t…
— ○ ⏳ — — — — — —
Showing 44751–44800 of 69261 servers
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