MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49501
ictahmadreza-source
ahmad Claim
— ○ ⏳ — N/A N/A — 95 —
49502
xeonvs
Caches and serves DDR/DRAM weekly price series from memorys.com and historical …
— ○ ⏳ — — — — — —
49503
hiturf
A secure MCP server for competitive programming that compiles, runs, and tests …
— ○ ⏳ — N/A N/A — — —
49504
clauxel
A paid remote MCP for SREGym, built to return verdicts, receipts, usage logs, a…
— ○ ⏳ — — — — — —
49505
acedev97
Connects AI assistants to GoHighLevel CRM via MCP, enabling full sub-account au…
— ○ ⏳ — — — — — —
49506
icryo
sshmcp Claim
A stateful SSH MCP server that gives Claude persistent shell sessions over SSH,…
— ○ ⏳ — — — — — —
49507
281287994w-art
Exposes iTick REST API as MCP tools, providing market data for stocks, crypto, …
— ○ ⏳ — — — — — —
49508
RRS-repositories
crm-mcp Claim
Bridges Claude Code to the Rowan Rose CRM, translating MCP tool calls into REST…
— ○ ⏳ — — — — — —
49509
GongRzhe
Enables to create and edit Microsoft Visio diagrams programmatically via a stan…
— ○ ⏳ — N/A N/A — — —
49510
idyllic-labs
runtime-mcp Claim
Drop-in MCP server that lets Claude inspect, debug, and hot-fix your running Bu…
— ○ ⏳ — N/A N/A — — —
49511
bmlt-enabled
Search Narcotics Anonymous meetings worldwide via the BMLT directory.
— ○ ⏳ — — — — — —
49512
tterrasson
mcp-searxng Claim
Integrates SearXNG API to give AI assistants web search and URL reading capabil…
— ○ ⏳ — — — — — —
49513
jdeats76
Leverage Cursor’s powerful new MCP feature with this lightweight Python FastMCP…
— ○ ⏳ — N/A N/A — — —
49514
rakeshmenon
npmlens-mcp Claim
Enables AI coding agents to search the npm registry and retrieve package metada…
— ○ ⏳ — N/A N/A — — —
49515
NavinAnik
A production-grade RAG server with a centralized knowledge base, offering both …
— ○ ⏳ — — — — — —
49516
ShacklesLay
飞书云文档 MCP Server,为 Claude Code 提供飞书文档的创建、读取、编辑能力,支持 OAuth 认证和 token 自动刷新。
— ○ ⏳ — N/A N/A — — —
49517
AutomateLab-tech
Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-c…
— ○ ⏳ — — — — — —
49518
jackjin1997
douban-mcp Claim
MCP server and CLI for accessing Douban movie and book data, including search, …
— ○ ⏳ — — — — — —
49519
tercumantanumut
seline Claim
Seline is a local-first AI desktop application that brings together conversatio…
— ○ ⏳ — N/A N/A — 95 —
49520
derekgallardo01
Exposes Microsoft 365 privacy/compliance audit checks as MCP tools, enabling na…
— ○ ⏳ — — — — — —
49521
ciembor
teryt-mcp Claim
MCP server for querying the Polish TERYT registry, including territorial units,…
— ○ ⏳ — — — — — —
49522
falcosan
SIEX Claim
Connect to Spain’s SIEX platform to retrieve farm data, register phytosanitary …
— ○ ⏳ — N/A N/A — 95 —
49523
CarbonCopyInc
An MCP server that gives AI agents programmatic access to Carbon Copy, a Polyma…
— ○ ⏳ — — — — — —
49524
luiscazares
A personal MCP server for tracking household expenses and shared notes, with pr…
— ○ ⏳ — N/A N/A — — —
49525
MuhammadRaza-dev713
Helps debug conversion tracking issues across GoHighLevel, Meta CAPI, webhooks,…
— ○ ⏳ — — — — — —
49526
AiAgentKarl
Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
— ○ ⏳ — — — — — —
49527
baho0
Relays a result screenshot to Slack so you can review a coding agent's output w…
— ○ ⏳ — N/A N/A — — —
49528
Master0fFate
A session-scoped memory layer for LLMs that enables AI assistants to explicitly…
— ○ ⏳ — N/A N/A — — —
49529
celo-org
This MCP server provides access to Composer Kit React component documentation, …
— ○ ⏳ — — — — — —
49530
Santy1422
Enables AI assistants to manage business operations including invoicing, WooCom…
— ○ ⏳ — — — — — —
49531 — ○ ⏳ — N/A N/A — 95 —
49532
orkait
MCP server providing 33 verified Motion for React APIs with correct imports and…
— ○ ⏳ — N/A N/A — — —
49533
microsoft
Enables querying GitHub Security Advisories from a local cloned advisory databa…
— ○ ⏳ — N/A N/A — — —
49534
obviyus
ynab-mcp Claim
A Model Context Protocol server that enables Claude to interact with YNAB budge…
— ○ ⏳ — — — — — —
49535
Muriellecomputerreadable868
Connects AI agents like Claude, Cursor, and Cline to the CoderLegion developer …
— ○ ⏳ — N/A N/A — — —
49536
francojc
mcp-research Claim
Enables academic bibliographic search across arXiv, Semantic Scholar, and Googl…
— ○ ⏳ — — — — — —
49537
migoVanDingo
Enables container orchestration on the local Docker daemon, allowing management…
— ○ ⏳ — N/A N/A — — —
49538
Skye412
Provides AI tools for chat, code review, idea evaluation, explanation, summariz…
— ○ ⏳ — N/A N/A — — —
49539
shalonjovan
Testing MCP Claim
A universal AI-powered testing server built on the Model Context Protocol (MCP)…
— ○ ⏳ — N/A N/A — — —
49540
haverAI
Provides identity, permission, audit, and recall for healthcare AI agents, with…
— ○ ⏳ — N/A N/A — — —
49541
pratik
test-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
49542
mantasdigital
Enables Claude AI to play a cookie-themed dungeon RPG, including clicking cooki…
— ○ ⏳ — N/A N/A — — —
49543
Inferensys
Apollo.io MCP server for prospecting, enrichment, CRM, sequences, and outreach …
— ○ ⏳ — N/A N/A — — —
49544
bitmaster162
continuityos Claim
An MCP server offering hybrid memory recall and continuity tools for AI agents.…
— ○ ⏳ — N/A N/A — — —
49545
sjgant80-hub
MCP server for foldkit, exposing 7-prime spine, κ-bands, and 6 fold operations …
— ○ ⏳ — N/A N/A — — —
49546
FireBall1725
Control your grocery cart with AI! This MCP server enables LLMs (like Claude) t…
— ○ ⏳ — — — — — —
49547
abdelrahman-hsn
A Model Context Protocol server that connects your AI IDE to Jira. Query your t…
— ○ ⏳ — N/A N/A — — —
49548
yingcaihuang
Manage authentik users and groups via API, including creation, group membership…
— ○ ⏳ — — — — — —
49549
jams24
Enables AI agents to manage crypto payments, stores, products, and orders throu…
— ○ ⏳ — — — — 81 —
49550
bitbonsai
Provides Claude with safe read/write access to Obsidian vaults, with YAML front…
— ○ ⏳ — N/A N/A — — —
Showing 49501–49550 of 69199 servers
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