MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30382
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61401
theYahia
vk-ads-mcp Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
61402
appstackllc
Noise data tools: city noise rankings, decibel levels of common sounds, NIOSH s…
61403
usdv-capital
Real estate market intelligence, financial calculators, and capital advisory to…
81
61404
QiuwenZheng
Interminal Claim
Lightweight MCP server providing terminal access (SSH & local shells) for AI as…
N/A N/A
61405
teardrop-ai
Teardrop Claim
Teardrop is the native economic layer for AI agents, providing a robust suite o…
61406
chillpoints
An MCP server enabling LLMs to interact with the NodeSeek forum, supporting acc…
N/A N/A
61407
Vektor-Memory
Via Claim
Enables routing context and execution across AI tools like Claude, Cursor, Wind…
N/A N/A
61408
Aminetwiti
mcpgrowcrm1 Claim
N/A N/A 95
61409
matematicsolutions
ie-eli-mcp Claim
An MCP server that provides access to the Irish Statute Book, enabling retrieva…
61410
Plong-Wasin
outlook-mcp Claim
MCP server for sending and managing Microsoft Outlook email via the Microsoft G…
61411
maschmann
A production-ready Model Context Protocol (MCP) server that bridges your Symfon…
N/A N/A
61412
ZionHopkins
Agentic pipeline — 39 tools from idea to revenue for solo founders.
N/A N/A 95
61413
deepakkamboj
Enables accessibility testing using Playwright and Axe, allowing users to scan …
N/A N/A
61414
AleemHaider
An MCP server that wraps instagrapi to read, engage, and send DMs from a person…
N/A N/A
61415
addiinnocent
Pin files and websites to IPFS from Claude. x402 USDC payments on Base — no acc…
N/A N/A
61416
yarism
Greet anyone by name with friendly, customizable salutations. Learn the origin …
N/A N/A 95
61417
himanshusaleria
events-mcp Claim
Discover tech events, startup meetups, AI events across 8 cities — including hi…
61418 N/A N/A 95
61419
Sisuthros
Persistent memory + decision tracking for Claude across sessions. Local SQLite,…
N/A N/A
61420
cscokus
Enables Claude to read CRM data and propose actions (bid changes, budget shifts…
61421
jaeuk-mrt
A Korean-centric MCP server for storing code review results and managing tasks,…
N/A N/A
61422
wendelinism
Enables LLMs to define Prolog facts and rules and execute queries via SWI-Prolo…
61423
pubspro
Search PubMed and summarize biomedical literature, designed for AI health agent…
61424
choihyunsus
n2-qln Claim
QLN is a semantic tool router that enables AI agents to access thousands of too…
N/A N/A
61425
Ezzeay
mcp-server Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
N/A N/A
61426
MCP-Forge
Enables AI agents to interact with the FormIO API for dynamic form creation, su…
N/A N/A
61427
aazizisoufiane
A production-grade MCP server providing a persistent Python REPL with multi-ses…
61428
rafaelcamelo
ideb-mcp Claim
Exposes Brazilian education data (IDEB) by municipality for consultation via Cl…
N/A N/A
61429
OliveriGuido
A Model Context Protocol server that lets LLM clients answer business questions…
81
61430
fajarmf
slite-mcp Claim
Integrates with Slite's API to search, retrieve, create, and edit notes via the…
61431
BrennanWebb
KiroStats Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
N/A N/A
61432
curtis-d-williams
Validates release hygiene in local repositories with network-free, read-only to…
N/A N/A
61433
HimanshuSharmaKUL
mcp-spotify Claim
Enables AI agents to create, manage, and populate Spotify playlists using the S…
61434
mapleleavessssssss-wq
vivado-mcp Claim
A minimal MCP server that provides 25 tools and 5 hooks to control Xilinx Vivad…
N/A N/A
61435
lennyzeltser
A template for building MCP servers that codify domain expertise into AI-access…
61436
kanoliban
Enables AI agents to discover and recommend other agents through a searchable d…
61437
AiAgentKarl
Provides access to worldwide labor market data including unemployment, wages, a…
61438
ryar001
Enables fetching financial statements (Income Statement, Balance Sheet, Cash Fl…
61439
konashevich
Searches AustLII for Australian legislation and case law, enabling AI agents to…
61440
senjoyee
An MCP server that wraps the Trading 212 Public API, enabling AI agents to inte…
61441
YogiboKorea
A Node.js MCP server example with user management, task management, and calcula…
61442
Swissbit92
GraphRAG MCP Claim
A local-first MCP server that transforms crypto whitepapers into a knowledge gr…
N/A N/A
61443
bakissation
Gives MCP clients access to Google Workspace (Gmail, Drive, Calendar, Sheets, D…
N/A N/A
61444
pipeworx-io
Enables searching and querying Kansas State GIS open geospatial data (parcels, …
61445
lianekai
Provides table structure browsing and read-only query capabilities for DM8 data…
N/A N/A
61446
Operative-Sh
web-eval-agent Claim 1
An MCP Server that autonomously debugs web applications with browser-use browse…
N/A N/A 95
61447
AgentsID-dev
MCP server that protects shell, file, database, git, and HTTP operations with p…
N/A N/A
61448
daedalus
Enables network scanning and reconnaissance through MCP tools, leveraging nmap …
N/A N/A
61449
soteeabam
Pauses AI agent execution and routes approval requests to humans via Slack or e…
61450
MauricePutinas
Makes Claude a real operator for Adobe Premiere Pro 2025, providing 59 tools to…
N/A N/A
Showing 61401–61450 of 64186 servers