MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68301
baijuw
Enables network configuration, connectivity testing, and routing management for…
— ○ ⏳ — — — — — —
68302
CSOAI-ORG
pdf-tools-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
68303
elisjetmax
A read-only MCP server for self-hosted GitLab, enabling listing projects, inspe…
— ○ ⏳ — — — — — —
68304
tomtorggler
Enables AI assistants to interact with the Hevy fitness tracking API for loggin…
— ○ ⏳ — — — — — —
68305
calganaygun
Poke PC Claim
Provides a Dockerized MCP worker that gives Poke AI assistants persistent termi…
— ○ ⏳ — N/A N/A — 95 —
68306
PPParticle
Web Reader Claim
Converts web pages to Markdown for MCP clients like Claude, with support for si…
— ○ ⏳ — N/A N/A — — —
68307
devRonPark
Translates Korean KakaoTalk messages to natural Japanese with pronunciation and…
— ○ ⏳ — — — — — —
68308
Wagmi-Tech-Co
A Model Context Protocol server that enables Claude to interact with Mattermost…
— ○ ⏳ — — — — 81 —
68309
gouzmi
Renders a YAML CV into a one-page PDF via notboringresume.cloud, optionally gen…
— ○ ⏳ — N/A N/A — — —
68310
jrierapeiro
Enables fetching real-time financial market data, including price, key metrics,…
— ○ ⏳ — — — — — —
68311
lalitsuryan
Enables AI assistants to manage documents, query knowledge graphs, and perform …
— ○ ⏳ — N/A N/A — — —
68312
devondragon
MotionMCP Claim
This MCP server bridges Motion's API with LLMs like Claude and ChatGPT via the …
— ○ ⏳ — — — — — —
68313
Bynor-S-R-L
Bynor Claim
Social media for brands: editorial plans, on-brand images, scheduling, publishi…
— ○ ⏳ — — — — — —
68314
NimbleBrainInc
Fetches web pages, converts HTML to markdown, and uses Claude to answer questio…
— ○ ⏳ — — — — — —
68315
kiran-harbak
Allows AI assistants to interact with Frappe applications through the official …
— ○ ⏳ — — — — — —
68316
SauceTaster
Enables AI clients to submit files, hashes, and URLs for malware analysis, retr…
— ○ ⏳ — — — — — —
68317
Aekkaratjerasuk
TaskFlow MCP Claim
A task management Model Context Protocol server that helps break down user requ…
— ○ ⏳ — N/A N/A — 95 —
68318
DeamonDev888
MCP-Serveur Claim
A modular and extensible MCP server for managing synchronous and asynchronous t…
— ○ ⏳ — — — — — —
68319
cjmateoo0221
Provides tools to interact with the OpenCTI platform, including checking if a c…
— ○ ⏳ — N/A N/A — — —
68320
paraporoco
Enables mathematical computation via Wolfram Language/Mathematica integration, …
— ○ ⏳ — N/A N/A — — —
68321
simplypixi
MCP for BugBug API, to manage test and suites on BugBug
— ○ ⏳ — — — — 81 —
68322
fatihberkanteren
Enables LLMs to autonomously analyze camera images for occupational safety viol…
— ○ ⏳ — N/A N/A — — —
68323
BhaveshY
Enables AI-powered control and automation of Vectorworks 2024/2025 on Windows v…
— ○ ⏳ — N/A N/A — — —
68324
acoyfellow
Deploys an open-source integration layer for AI agents (Executor) to Cloudflare…
— ○ ⏳ — — — — — —
68325
rios0rios0
Enables creation, editing, listing, and management of Home Assistant automation…
— ○ ⏳ — — — — 81 —
68326
KavyaAgarwal2001
geo-agent Claim
Exposes live earth-science data (e.g., earthquakes from USGS) as tools for MCP-…
— ○ ⏳ — — — — — —
68327
djerok
Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for…
— ○ ⏳ — N/A N/A — — —
68328
shubhtoy
An MCP server that reads public GitHub Projects v2 boards (including item-level…
— ○ ⏳ — — — — — —
68329
BerkKilicoglu
Privacy-first Google Health API MCP server for health, sleep, activity and HR a…
— ○ ⏳ — N/A N/A — — —
68330
cmdaltctr
A Model Context Protocol server that exposes the NiftyPM project management API…
— ○ ⏳ — — — — — —
68331
pipeworx-io
Brave Search Claim
Brave Search MCP — independent web index (no Google/Bing dependency)
— ○ ⏳ — — — — — —
68332
forgemeshlabs
Voice MCP Claim
Give your AI agent a voice with x402 pay-per-call speech synthesis, offering 20…
— ○ ⏳ — — — — — —
68333
Amalgix-io
Amalgix Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
— ○ ⏳ — — — — — —
68334
node2flow
n8n-Management Claim 1
MCP server for n8n workflow automation — manage workflows, executions, credenti…
— ○ ⏳ — — — — 81 —
68335
gistrec
Enables managing Yandex Direct PPC campaigns, ad groups, ads, and keywords, plu…
— ○ ⏳ — — — — — —
68336
BlackMount-ai
Construction estimating MCP: 48 tools — materials, labor, cost, structural, MEP…
— ○ ⏳ — N/A N/A — — —
68337
rlgrpe
camoufox-mcp Claim
Enables browser automation with anti-detection features, including navigation, …
— ○ ⏳ — N/A N/A — — —
68338
fastmcp-me
trackio-mcp Claim
Enables AI agents to observe and interact with trackio experiments through the …
— ○ ⏳ — — — — — —
68339
anythink-cloud
Sick of stitched-together services? Anythink is the all-in-one backend, configu…
— ○ ⏳ — N/A N/A — — —
68340
DottedSign-Official
DottedSign Claim
Automate eSignature workflows and signing tasks via natural language commands.
— ○ ⏳ — — — — — —
68341
luuuc
Sense Claim
Codebase understanding for AI coding agents — symbol graph, blast radius, seman…
— ○ ⏳ — N/A N/A — — —
68342
llmindset
Connects to the MIRO Whiteboard Application for board manipulation and sticky c…
— ○ ⏳ — N/A N/A — 95 —
68343
dimitrovakulenko
Read-only MCP server for inspecting AutoCAD DWG files
— ○ ⏳ — N/A N/A — — —
68344
adelaidasofia
lu Claim
lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-in…
— ○ ⏳ — N/A N/A — — —
68345
ScottHoang
Enables AI assistants to interact with the Breadcrumbs project memory system, a…
— ○ ⏳ — N/A N/A — 95 —
68346
mehulbhattml-ui
A minimal Python MCP server with tool endpoints and Playwright Page Object Mode…
— ○ ⏳ — N/A N/A — — —
68347
Larshiensch99
FlowVolt Claim
Cold engine for B2B founders. Detects buying signals, drafts outreach, books qu…
— ○ ⏳ — — — — — —
68348
agts86
Enables remote database access (RDBMS and MongoDB) through MCP tools, supportin…
— ○ ⏳ — N/A N/A — — —
68349
daaru00
A framework to deploy MCP servers on AWS using serverless services like Lambda,…
— ○ ⏳ — — — — — —
68350
zeal-tristian-chevier
Provides 29 tools for Claude to query and update FreshBooks directly, including…
— ○ ⏳ — N/A N/A — — —
Showing 68301–68350 of 68948 servers