MCP Server Quality Scores

Independent quality analysis of 68328 public MCP servers

68328
Discovered
→
33208
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67501
whitelabel-dev
Exposes file, shell, git, and memory tools from a host Mac to remote Claude cli…
— ○ ⏳ — N/A N/A — — —
67502
andyliszewski
grounding-ai Claim
Ingests pdf and epub documents for LLM-retrieval (RAG)
— ○ ⏳ — N/A N/A — — —
67503
myNameArnav
adb-mcp Claim
MCP server for controlling Android devices over ADB, using direct commands and …
— ○ ⏳ — N/A N/A — — —
67504
aslanpour
Intelligent MCP server orchestrator that automates configuration, orchestration…
— ○ ⏳ — N/A N/A — — —
67505
florinel-chis
Enables searching and retrieving Magento 2 REST API documentation offline via l…
— ○ ⏳ — N/A N/A — — —
67506
marlonluo2018
Enables AI assistants to manage Microsoft 365 email, calendar, and contacts thr…
— ○ ⏳ — N/A N/A — — —
67507
cody-aigov
AI governance controls as MCP tools for safety screening, risk classification, …
— ○ ⏳ — N/A N/A — — —
67508
WavingCatApps
A Model Context Protocol server for the FreeAgent accounting API, enabling LLMs…
— ○ ⏳ — — — — — —
67509
essoen
Enables AI assistants to search, browse, and manage your Pocket Casts podcast l…
— ○ ⏳ — — — — — —
67510
OnTarget600
A read-only MCP server that reports free games on Epic Games Store and GOG.com …
— ○ ⏳ — — — — — —
67511
mark-nelson
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
— ○ ⏳ — — — — 81 —
67512
marmillas
Reusable MCP server for Python backend development with FastAPI, MongoDB, and S…
— ○ ⏳ — N/A N/A — — —
67513
PTTG-IT
Integrates with Service Desk Plus Cloud API to enable AI assistants perform CRU…
— ○ ⏳ — — — — — —
67514
manishpandey9
Security-hardened MCP server that gives AI assistants full control over your re…
— ○ ⏳ — N/A N/A — — —
67515
fozagtx
USDCx Bridge Claim
A conversational MCP server that enables bridging USDC between Ethereum and Sta…
— ○ ⏳ — — — — — —
67516
sjgant80-hub
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
— ○ ⏳ — N/A N/A — — —
67517
entropyvortex
askgrokmcp Claim
Brings xAI's Grok API into Claude Code as native tools, enabling chat, image ge…
— ○ ⏳ — N/A N/A — — —
67518
iamaether
A local, read-only MCP server that connects your HackerOne researcher account t…
— ○ ⏳ — N/A N/A — — —
67519
dsouzaAnush
A focused remote MCP server that enables LLMs to search and execute Slack Web A…
— ○ ⏳ — N/A N/A — — —
67520
purposemc
test-server Claim
— ○ ⏳ — N/A N/A — 95 —
67521
elevanaltd
Enables interaction with SmartSuite workspace data through natural language, pr…
— ○ ⏳ — — — — 81 —
67522
johanneslatzel
LLM Chat MCP Claim
Wraps Tool and ToolPackage instances from the llm-chat ecosystem behind the Mod…
— ○ ⏳ — — — — — —
67523
PavloJedi
MCP server for the Google Tasks API that enables AI agents to read, create, upd…
— ○ ⏳ — N/A N/A — — —
67524
awei84
封装了 Google Antigravity 的 Nano Banana 图像生成能力,使 AI 客户端可通过 MCP 调用生成或编辑图片。
— ○ ⏳ — N/A N/A — — —
67525
korgmp3
glasz-mcp Claim
Fetches glasz-style spec files (product.md, tech.md, test-plan.md, and INDEX.md…
— ○ ⏳ — — — — — —
67526
Helms-AI
MCP server that exposes OpenClaw Gateway tools to Claude Code and other MCP cli…
— ○ ⏳ — — — — — —
67527
UnbearableDev
Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain,…
— ○ ⏳ — — — — — —
67528
ssaikrishna862
RecruitData Claim
Unified job search MCP server that aggregates live listings from multiple job b…
— ○ ⏳ — — — — — —
67529
alejandroviera
An MCP server that enables AI agents to drive Zephyr for Jira (Server/Data Cent…
— ○ ⏳ — — — — — —
67530
geztio
Construction cost & project management: APU analysis, budgets, price lists, sit…
— ○ ⏳ — — — — — —
67531
freQuensy23-coder
Reads public Telegram channel pages and exposes them as MCP tools over Streamab…
— ○ ⏳ — — — — — —
67532
inite-ai
Enables AI agents to authenticate users, manage calendar events, create meeting…
— ○ ⏳ — — — — 81 —
67533
arco-greendigit
A read-only MCP server for interacting with Coda API, enabling listing document…
— ○ ⏳ — N/A N/A — — —
67534
Cropgraph
cropgraph Claim
CropGraph MCP. Crops, companions, pests, rotation, soil, GDD, pest intelligence.
— ○ ⏳ — N/A N/A — — —
67535
jradm87
lumberjack Claim
— ○ ⏳ — N/A N/A — 95 —
67536
naranmunkh
ubcab-bo-mcp Claim
MCP server for UBCab Backoffice API enabling driver search, detail/rating retri…
— ○ ⏳ — — — — — —
67537
hiing
smithery-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
67538
shivanshBTW
A local MCP server for interacting with a self-hosted Ryot instance, enabling m…
— ○ ⏳ — — — — — —
67539
mako10k
Enables storing, searching, and discovering knowledge connections using associa…
— ○ ⏳ — N/A N/A — — —
67540
KM-it-ops
memory-mcp Claim
A local stdio MCP server that exposes a shared brain (read/search/write) over ~…
— ○ ⏳ — N/A N/A — — —
67541
schwarztim
Provides programmatic access to Mimikatz for credential extraction, Kerberos at…
— ○ ⏳ — N/A N/A — — —
67542
lemonchikHere
Unifies multiple Yandex MCP servers (Direct, Metrika, Webmaster, Tracker, Cloud…
— ○ ⏳ — N/A N/A — — —
67543
Rumblingb
Security guardrails for AI agent payments
— ○ ⏳ — N/A N/A — — —
67544
dynamicfeed
62 live, cryptographically signed data tools for AI agents and robots: weather,…
— ○ ⏳ — — — — — —
67545
WazzaMo
VecFS Claim
VecFS is a lightweight, local-first vector storage specification and implementa…
— ○ ⏳ — — — — — —
67546
cargom98
Provides programmatic access to Trello's API to manage boards, lists, cards, an…
— ○ ⏳ — — — — — —
67547
PurlieuStudios
Bridges ComfyUI's AI image generation workflows with game development, enabling…
— ○ ⏳ — N/A N/A — 95 —
67548
KleirRampage45
hydra-bridge Claim
Enables AI agents to control Hydra Launcher programmatically — search games, ma…
— ○ ⏳ — N/A N/A — — —
67549
joepangallo
Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.
— ○ ⏳ — N/A N/A — 95 —
67550
prestonmcgowan
Enables AI assistants to monitor and control Tesla Powerwall 2 systems via loca…
— ○ ⏳ — N/A N/A — — —
Showing 67501–67550 of 68328 servers