MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63101
Tapojit
A read-only Model Context Protocol server that connects your Schwab brokerage a…
— ○ ⏳ — N/A N/A — — —
63102
tungpun
Enables semantic search over local knowledge bases like Obsidian notes, SQLite,…
— ○ ⏳ — N/A N/A — — —
63103
wallettriage
Real-time exploit-exposure check for EVM wallets with x402 USDC payments, no si…
— ○ ⏳ — — — — — —
63104
Leluth
UnderPixel Claim
Records, replays, and correlates visual and API events in the browser, enabling…
— ○ ⏳ — N/A N/A — — —
63105
yummy342
Routes tasks to the optimal AI model based on task type and benchmark scores ac…
— ○ ⏳ — N/A N/A — — —
63106
d3hl
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
— ○ ⏳ — — — — — —
63107
memhippo
memhippo Claim
Provides persistent, shared memory for AI agents by capturing conversations ver…
— ○ ⏳ — N/A N/A — — —
63108
neilswhite
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
— ○ ⏳ — — — — 81 —
63109
Cesar514
scplus-mcp Claim
A local code-intelligence MCP server that provides structural, exact-query, rel…
— ○ ⏳ — N/A N/A — — —
63110
Shashankg6
Enables financial analysis by fetching real market data from Yahoo Finance, com…
— ○ ⏳ — N/A N/A — — —
63111
pengc0066-star
slurm_MCP Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
— ○ ⏳ — — — — — —
63112
ArchieMcM234
Enables Claude Code to transcribe audio and video files using the Speechmatics …
— ○ ⏳ — N/A N/A — — —
63113
pipeworx-io
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
— ○ ⏳ — — — — — —
63114
calebe
Bardo Claim
An identity & continuity platform for AI agents.
— ○ ⏳ — — — — — —
63115
jools333
Enables LLM agents to access BingX cryptocurrency exchange market data and exec…
— ○ ⏳ — — — — — —
63116
archcore-ai
cli Claim
Git-native context for AI coding agents — CLI and local MCP server
— ○ ⏳ — N/A N/A — — —
63117
shuididata
Unlocks comprehensive enterprise data insights, enabling queries on business en…
— ○ ⏳ — — — — — —
63118
kingtousick
Fetches Korean and global financial data (indices, stocks, ETFs, exchange rates…
— ○ ⏳ — N/A N/A — — —
63119
parkavenue9639
jaeger-mcp Claim
Read-only MCP server for querying Jaeger environments from Codex, returning com…
— ○ ⏳ — — — — — —
63120
trackly-app
trackly-cli Claim
MCP server for job search and application tracking, enabling AI agents to searc…
— ○ ⏳ — — — — — —
63121
clivejefferies
A minimal, secure MCP server for AI-assisted mobile development, enabling build…
— ○ ⏳ — N/A N/A — — —
63122
yahiaklk
kothar Claim
Context-aware MCP server advisor. Tells you what to install for your specific p…
— ○ ⏳ — N/A N/A — — —
63123
vistoazul
MCP server that enables AI agents to operate WhatsApp via Visto Azul API: send …
— ○ ⏳ — — — — — —
63124
KlausFreiberufler
MCP server that integrates DevFlow with AI code assistants to enforce structure…
— ○ ⏳ — — — — — —
63125
mindsdb
Enables LLMs to interact with Minds through the Minds SDK, supporting resource …
— ○ ⏳ — — — — — —
63126
tejasayya
SegmentMCP Claim
Transforms natural language queries into SQL for customer segmentation, enablin…
— ○ ⏳ — N/A N/A — — —
63127
microsoft
Azure DevOps (ADO) ✓ Claim
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to…
— ○ ⏳ — — — — — —
63128
dogeshitmeme
Dogeshit MCP Claim
Enables AI agents to trigger on-chain minting of $SHIT tokens via EIP-7702 dele…
— ○ ⏳ — — — — — —
63129
mchlkucera
A Model Context Protocol server that provides access to knowledge base document…
— ○ ⏳ — — — — — —
63130
mcpslim
github-slim Claim
Github MCP server optimized for AI assistants — Reduce context window tokens by…
— ○ ⏳ — — — — — —
63131
lfylow
An MCP server that lets AI agents review code using language models, supporting…
— ○ ⏳ — N/A N/A — — —
63132
matheusgalvao1
Minimal TypeScript MCP server providing real flight and hotel search via SerpAp…
— ○ ⏳ — — — — 81 —
63133
barrersoftware
Extends GitHub Copilot CLI with community plugins via MCP proxy, enabling plugi…
— ○ ⏳ — N/A N/A — — —
63134
kunickiaj
codemem Claim
Persistent memory MCP server that captures coding session context and automatic…
— ○ ⏳ — N/A N/A — — —
63135
anyakors
Enables searching for users, fetching papers, and exporting research data from …
— ○ ⏳ — — — — — —
63136
Herman-Adu
Provides real-time weather, 5-day forecasts, and weather alerts for US states v…
— ○ ⏳ — N/A N/A — — —
63137
trendsmcp
Provides Google Search trend data as an MCP tool, with historical series, growt…
— ○ ⏳ — — — — — —
63138
adibirzu
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
— ○ ⏳ — — — — 81 —
63139
TopYappers
Gives AI agents access to the TopYappers API for discovering viral content, tre…
— ○ ⏳ — — — — — —
63140
mattcoatsworth
Enables interaction with the Gorgias helpdesk API, providing tools to manage ti…
— ○ ⏳ — — — — — —
63141
Baseline-quebec
Local MCP server that enables voice input to Claude by transcribing microphone …
— ○ ⏳ — N/A N/A — — —
63142
guptaprakhariitr
Drug-drug interaction checker for clinical LLMs, wrapping RxNorm, openFDA, and …
— ○ ⏳ — — — — — —
63143
bhayanak
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
— ○ ⏳ — — — — — —
63144
valentil
FeatureBoard Claim
Local-first project board MCP: an AI agent plans, works, verifies, and ships ti…
— ○ ⏳ — N/A N/A — — —
63145
goldct
Provides access to a curated database of over 1,500 MCP tools with quality scor…
— ○ ⏳ — — — — 81 —
63146
simonluke
Enables AI agents to load, translate, simulate, and analyze Modelica models in …
— ○ ⏳ — N/A N/A — — —
63147
igtm
launchd-mcp Claim
Manage macOS launchd jobs from MCP tools with support for Python-script tasks, …
— ○ ⏳ — N/A N/A — 95 —
63148
CreedLab
Provides persistent memory, reasoning engine, agent-to-agent sharing, and immut…
— ○ ⏳ — — — — — —
63149
alvarolloret
Read-only MCP server for Pipedrive that provides a digest-ready sales queue wit…
— ○ ⏳ — N/A N/A — — —
63150
mtuska
Enables Claude to interact with HacknPlan project management via the MCP protoc…
— ○ ⏳ — — — — — —
Showing 63101–63150 of 69027 servers