MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42401
xtdexw
Logo MCP Claim
An intelligent website logo extraction system built on the Model Context Protoc…
81
42402
PaystackOSS
Enables AI assistants to interact with the full range of Paystack APIs, allowin…
42403
aws-samples
A comprehensive toolkit for deploying production-ready Generative AI infrastruc…
N/A N/A
42404
achatainga
Enables LLMs to efficiently read, write, and refactor code using precise AST-ba…
N/A N/A
42405
NeerajG03
Enables AI assistants to save and recall information from files or free-form no…
N/A N/A
42406
Scrape-Technology
abrasio-mcp Claim
MCP server that exposes Abrasio as an agentic browser for AI models, allowing C…
42407
AaronRoeF
apple-mcp Claim
MCP server for macOS Apple apps. Enables read/write access to Notes, Reminders,…
N/A N/A
42408
sky-in-code
MCP server for ai-scanner that enables AI agents to scan codebases for LLM usag…
N/A N/A
42409
DimitrisPasakaleris
Enables Claude to read and send WhatsApp messages, including media and call his…
N/A N/A
42410
andysalvo
Buy any x402 API or data on Base, Solana, Polygon. No wallet on the seller's ch…
N/A N/A
42411
DigitalSQR
Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
42412
Ming-321
Establishes feedback-oriented development workflows with dual Web UI and Deskto…
42413
CSOAI-ORG
crm-ai-mcp Claim
crm-ai-mcp MCP server by MEOK AI Labs
N/A N/A
42414
abhishekmprovoke
Enables AI-powered mobile app testing and automation through Appium, using Azur…
81
42415
Runware
Enables lightning fast image and video generation using the Runware API, with t…
42416
evandavid1
Provides access to OpenAI's advanced models (including o3) with integrated web …
81
42417
Fu-Jie
Enables document format conversion between 40+ formats including Markdown, HTML…
81
42418 N/A N/A 95
42419
kcofoni
MCP server for managing Duplicati backups from an LLM.
42420
chirikuuka
Enables LLMs to search and retrieve Japanese real estate data through unified a…
N/A N/A
42421
abhishek305
Enables remote access to Contentstack App MCP tools over HTTP, deployable to pl…
42422
1shin-7
ya-frida-mcp Claim
A comprehensive MCP server for Frida dynamic instrumentation, enabling AI agent…
42423
@kamath
notion Claim
81
42424
ragionex
Dynamic semantic memory for AI assistants that persists across sessions and cli…
N/A N/A
42425
LissajousX
Enables Wireshark-like PCAP analysis through tshark, providing tools for filter…
N/A N/A 95
42426
ryanlahen
smithery-mcp Claim
N/A N/A 95
42427
Endeavor-DoxiDoxi
klattsch-mcp Claim
Enables AI models to speak and sing using retro-style formant speech synthesis,…
N/A N/A
42428
Rocketech-Software-Development
Provides accurate meeting transcription with speaker diarization and multilingu…
42429
test260325
test_zikim Claim
81
42430
marcward
Get XBRL data from US public companies and utilities by searching on facts, rep…
81
42431
MolCrafts
molmcp Claim
A graph-based codebase capability discovery engine for LLM agents, exposing ind…
N/A N/A
42432
AztecProtocol
Provides local access to Aztec documentation, examples, and source code via clo…
42433
cnick26
timemap-mcp Claim
Enables AI agents to perform Chinese metaphysics calculations including BaZi ch…
N/A N/A
42434
wangyuxin0707
MCP server for deterministic Vivado FPGA automation including project scaffoldi…
N/A N/A
42435
AleemHaider
Enables reading, publishing, commenting, direct messaging, and pulling insights…
42436
ilo.begashvili
browserbase Claim
N/A N/A 95
42437
schwarztim
An MCP server that provides AI assistants with access to CrackMapExec/NetExec n…
N/A N/A
42438
MrUnreal
CodeMind Claim
Enables GitHub Copilot to understand and navigate your codebase with 20 tools f…
N/A N/A
42439
best-doctor
Enables reading, creating, updating, and appending content to Yandex Wiki pages…
42440
Un3x
First-person AI war-stories from coding sessions, searchable via MCP for prior-…
42441
gravik123
mcp_project Claim
N/A N/A 95
42442
Sigmodx
sigmodx-mcp Claim
Audit infrastructure for AI agents to log consequential decisions (invoice, GL,…
42443
Groupthink-dev
Enables AI agents to securely interact with Tailscale tailnets for device inven…
42444
haxsysgit
Haxaml Claim
Enforces a structured planning-before-building workflow for AI coding agents vi…
N/A N/A
42445 N/A N/A 95
42446
sgoley
Converts Quicken QIF files into a queryable DuckDB database and exposes financi…
N/A N/A
42447
stevengonsalvez
todoist Claim
Enables language models to manage Todoist tasks, projects, sections, labels, co…
N/A N/A
42448
qualixar
slm-mesh Claim
Enables peer-to-peer communication, discovery, shared state, and file coordinat…
N/A N/A
42449
jeroenvdmeer
Enables natural language querying of Feyenoord football match data, converting …
N/A N/A
42450
glitch-exec-labs
MCP server for the LinkedIn Marketing API — campaigns, analytics, creatives.
N/A N/A
Showing 42401–42450 of 43430 servers
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