MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28451
BulkPublish Claim
The best free social media publishing and scheduling API. Publish to 11 platfo…
 — ○ ⏳ — — — — — —
28452
jdwp-mcp Claim
Сonnects to live JVMs via JDWP protocol, enabling LLM agents to autonomously de…
 — ○ ⏳ — N/A N/A — — —
28453
Enables AI assistants to perform comprehensive web research through tiered sear…
 — ○ ⏳ — N/A N/A — — —
28454
Trade, analyze, and automate Polymarket prediction markets via AI. 34 tools for…
 — ○ ⏳ — — — — — —
28455
fidensa
Fidensa Claim
Independent AI certification authority. Trust scores, search, comparison, and v…
 — ○ ⏳ — N/A N/A — — —
28456
theYahia
MCP server for Mango Office API — calls, users. 2 tools.
 — ○ ⏳ — N/A N/A — — —
28457
LLM Wiki Kit Claim
Enables creation of persistent, compounding knowledge bases using Karpathy's LL…
 — ○ ⏳ — N/A N/A — — —
28458
MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Win…
 — ○ ⏳ — N/A N/A — — —
28459
theYahia
cdek-mcp Claim
MCP server for CDEK delivery API — tariff calculation, order creation, tracking…
 — ○ ⏳ — N/A N/A — — —
28460
nodejsmcp Claim 1
A Forgejo MCP Server
 — ○ — N/A N/A — 76 —
28461
Cocktail Claim
Enables natural language search for cocktail recipes and ingredient information…
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28462
MCP server for Talos Linux cluster management via the native gRPC API
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28463
Enables investigation and diagnosis of CIB Seven BPM process instances through …
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28464
Enables Salesforce lead and permission set management through natural language.…
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28465
windai-mcp Claim
WindAI MCP Server — AI-powered wind resource assessment for any location on Ear…
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28466
Security scanner and trust verification for AI agent tools. Scans GitHub reposi…
 — ○ ⏳ — — — — — —
28467
Parses and generates Nuke (.nk), MaterialX (.mtlx), and USD ASCII (.usda) files…
 — ○ ⏳ — N/A N/A — — —
28468
: Claim
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 — ○ ⏳ — N/A N/A — — —
28469
olasupoolalekanazeez222
agrictech-ai Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
 — ○ — N/A N/A — 95 —
28470
@damianlevy1987-prog
test ⚡ Claim
— ○ — N/A N/A — 95 —
28471
DarkRyan721
GitPilot MCP Claim
A lightweight MCP server that enables AI assistants to manage local Git reposit…
 — ○ — N/A N/A — 95 —
28472
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
 — ○ ⏳ — — — — — —
28473
Flag MCP Claim
Enables human-in-the-loop interaction for AI coding workflows through native de…
 — ○ ⏳ — N/A N/A — — —
28474
Agience
agience-core Claim
The operating system that AI workflows trust. Structure messy inputs. Establish…
 — ○ ⏳ — N/A N/A — — —
28475
Open-source MCP server for managing Hetzner Cloud infrastructure with two manag…
 — ○ ⏳ — — — — — —
28476
saunack-shapley
test-mcp Claim
— ○ — N/A N/A — 95 —
28477
56 pay-per-call MCP endpoints for AI agents. Market signals, macro economics, c…
 — ○ ⏳ — — — — — —
28478
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
 — ○ ⏳ — — — — — —
28479
Connects AI assistants to ActivityWatch for real-time computer activity awarene…
 — ○ ⏳ — N/A N/A — — —
28480
Integrates with Firefly III personal finance software to enable natural languag…
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28481
Enables comprehensive B2B sourcing on Alibaba.com with Prizm ERP integration. A…
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28482
ethlaude
— ○ — N/A N/A — 95 —
28483
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
 — ○ — — — — 81 —
28484
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
 — ○ — N/A N/A — 95 —
28485
joe-watkins
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
 — ○ — N/A N/A — 95 —
28486
Connects AI assistants to the Invariance observability platform, enabling natur…
 — ○ ⏳ — — — — — —
28487
MCP Gateway Claim
Serves as a lazy-loading proxy for multiple MCP servers to prevent tool schema …
 — ○ ⏳ — N/A N/A — — —
28488
Enables AI assistants to manage KiotViet retail and F\&B operations including p…
 — ○ ⏳ — — — — — —
28489
uitars-mcp Claim
Enables AI coding agents to locate UI elements on screen with exact pixel coord…
 — ○ ⏳ — N/A N/A — — —
28490
Enables AI agents to query curated Cartesi developer resources, documentation, …
 — ○ ⏳ — — — — — —
28491
Jasox1210
A tool that makes memories stored in ChatGPT accessible across various language…
 — ○ — N/A N/A — 95 —
28492
Enables AI assistants to trade cryptocurrencies and manage accounts on MAX Exch…
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28493
NutriBalance Claim
Calculate TDEE & macro targets, look up food nutrition data, generate meal plan…
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28494
mcp-telegram Claim
MCP server that connects AI assistants to your real Telegram account via User A…
 — ○ ⏳ — N/A N/A — — —
28495
olegprivate
FMP MCP Server Claim 1
An MCP server that provides tools for financial analysis and investment researc…
 — ○ — — — — 81 —
28496
A Python CLI package aaws published to GitHub with PyPI distribution via GitHub…
 — ○ ⏳ — N/A N/A — — —
28497
Enables read, write, edit, and file transfer operations on TorchV AIS enterpris…
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28498
Secure Edge Gateway for Data Normalization.
 — ○ ⏳ — — — — — —
28499
rog0x
file Claim
Dir tree, file stats, duplicates, LOC for AI agents
 — ○ ⏳ — N/A N/A — — —
28500
jonathanrorbet-dotcom
postgress Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 28451–28500 of 30006 servers
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