MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

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54421
Discovered
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29763
Scored
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2112
Verified
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16952
Complete
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Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

Newly Added

AppGoblin - App Store ASO & App Intel F Mathematical Programming Solver F Melvea Local Honey Discovery F trial-overdue F recall-risk F

Biggest Gainers

Stocklake — AI Stock Intelligence +44 Google Analytics (unofficial) +42 data-enrichment +42

Biggest Drops

Serverless-DB-Oracle -46 civilquants -4 GoCreative Agent API -3
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54301
Ringzero787
taxlocus Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
 — ○ ⏳ — — — — — —
54302
jr551
zai Claim
— ○ ⏳ — N/A N/A — 95 —
54303
nextlw
— ○ ⏳ — N/A N/A — 95 —
54304
ricardodeazambuja
A universal browser automation MCP server using Playwright, enabling programmat…
 — ○ ⏳ — N/A N/A — — —
54305
mertadali
AI-powered todo and calendar management using OpenAI and Google Calendar. Suppo…
 — ○ ⏳ — N/A N/A — — —
54306
aimasteracc
An MCP code-intelligence server for AI agents with pre-indexed AST cache, 62 MC…
 — ○ ⏳ — N/A N/A — — —
54307
MCP-Mirror
Enables AI models to retrieve user geolocation information through EdgeOne Page…
 — ○ ⏳ — — — — 81 —
54308
Leo-Martin-Pala
An MCP server for working with the Võro language: local dictionary and corpus l…
 — ○ ⏳ — — — — — —
54309
lanru
Enhanced memory repository MCP service that enables building and querying tempo…
 — ○ ⏳ — — — — 81 —
54310
swamy.fwd
av1 Claim
— ○ ⏳ — N/A N/A — 95 —
54311
hendrikkieft
qb-mcp Claim 1
An MCP server that enables AI agents to interact with QuickBooks Online account…
 — ○ ⏳ — — — — 81 —
54312
grokeverything
Comprehensive MCP server for local Microsoft Outlook automation, providing 64 t…
 — ○ ⏳ — N/A N/A — — —
54313
xja1023789-collab
Enables AI models to scrape and extract data from any website globally using Th…
 — ○ ⏳ — — — — 81 —
54314
globalpocket
mcp-reranker Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
 — ○ ⏳ — — — — — —
54315
yiGmMk
An MCP server for learning purposes that integrates jina.ai tools for web searc…
 — ○ ⏳ — — — — — —
54316
ftaxats
Provide seamless access to SalesHandy API features including user profiles, cam…
 — ○ ⏳ — N/A N/A — 95 —
54317
Patdolitse
Piia Engram Claim
Local-first AI identity for MCP coding tools. Lessons, decisions, and context y…
 — ○ ⏳ — N/A N/A — — —
54318
pipeworx-io
Provides access to European Parliament open data, enabling queries about MEPs, …
 — ○ ⏳ — — — — — —
54319
@Imsxm15
job-searchoor ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
54320
Deslord319
Enables HarmonyOS device discovery, app build and deployment, UI automation, E2…
 — ○ ⏳ — N/A N/A — — —
54321
ai-mcp-garage
Enables analysis and retrieval of JEFit workout data through natural language. …
 — ○ ⏳ — — — — 81 —
54322
DumoeDss
Enables LLMs to list, open, and close installed software on Windows, macOS, and…
 — ○ ⏳ — N/A N/A — — —
54323
axel-belfort
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
 — ○ ⏳ — — — — 81 —
54324
universal-mcp
Provides a standardized MCP interface for interacting with HTTP tools and servi…
 — ○ ⏳ — — — — — —
54325
AtlasDevHQ
Atlas Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
 — ○ ⏳ — N/A N/A — — —
54326
281287994w-art
Exposes iTick REST API as MCP tools, providing market data for stocks, crypto, …
 — ○ ⏳ — — — — — —
54327
lstudlo
ScholarMCP Claim
An MCP server that enables coding agents to search academic papers, ingest full…
 — ○ ⏳ — — — — — —
54328
lewis-mcgillion
Provides professional cycling data from ProCyclingStats, enabling race discover…
 — ○ ⏳ — — — — — —
54329
mattcollins
Enables AI agents to manage DNS records through the Spaceship API, with special…
 — ○ ⏳ — — — — — —
54330
Polaralias
Enables interaction with ClickUp's project management platform through comprehe…
 — ○ ⏳ — — — — 81 —
54331
closermethod
Provides structured templates for security questionnaires, RFP responses, and c…
 — ○ ⏳ — — — — — —
54332
Minimal MCP server for Ghost Security API - compatible with all MCP clients
 — ○ — N/A N/A — 81 —
54333
mtunell
A secure MCP server enabling read-only access and file search capabilities with…
 — ○ ⏳ — N/A N/A — 95 —
54334
chrisrobison
TextWeb Claim
Renders web pages as structured text grids for AI agents to browse and interact…
 — ○ ⏳ — — — — — —
54335
lisen
— ○ ⏳ — N/A N/A — 95 —
54336
getjavelin
ramparts ⚡ Claim
A comprehensive security scanner for MCP servers with YARA rules and static ana…
 — ○ ⏳ — — — — 86 —
54337
NosytLabs
Enables privacy-focused web searches through the Presearch API and web content …
 — ○ ⏳ — — — — 81 —
54338
AIFAIS
Headless document processing for AI agents. Invoice extraction, contract analys…
 — ○ ⏳ — N/A N/A — 95 —
54339
asume21
Scales, chords, progressions, key detection, and genre intelligence for your AI…
 — ○ ⏳ — N/A N/A — 95 —
54340
teto-0401
A production-ready MCP server for coding workflows on Replit, enabling file man…
 — ○ ⏳ — — — — — —
54341
huntbuilds
Provides search, trending, odds, arbitrage, and category browsing for predictio…
 — ○ ⏳ — — — — — —
54342
warpdot-dev
composio Claim
typescript python sdk ai-agents anthropic openapi langchain openai-agents llama…
 — ○ ⏳ — N/A N/A — — —
54343
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
 — ○ ⏳ — — — — 81 —
54344
Chefy3x
Token-efficient TradingView MCP for traders who backtest Pine strategies; aggre…
 — ○ ⏳ — N/A N/A — — —
54345
CAST Dashboard MCP server for compliance, quality, and technical debt insights …
 — ○ — N/A N/A — 64 —
54346
Coalesce-Software-Inc
MCP server for managing Coalesce Transform workspaces, nodes, pipelines, and ru…
 — ○ ⏳ — N/A N/A — — —
54347
aequitas-labs
matcha money Claim
Develop your ritual for financial wellness. Connect your accounts, automate yo…
 — ○ ⏳ — — — — 81 —
54348
nandeshkanagaraju
An intelligent database gateway that provides secure database access via MCP pr…
 — ○ ⏳ — N/A N/A — — —
54349
jnjaeschke
rr-mcp Claim
MCP server for orchestrating multi-process rr debugging sessions with reverse e…
 — ○ ⏳ — N/A N/A — — —
54350
new-usemame
A Model Context Protocol server that exposes Sonarr, Radarr, Lidarr, and Jellyf…
 — ○ ⏳ — — — — — —
Showing 54301–54350 of 54421 servers
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