MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49051
Jonahbkerr
An MCP server that enables any AI agent to call Claude using your existing Max/…
— ○ ⏳ — N/A N/A — — —
49052
mbe24
yokozuna-mcp Claim
An MCP server that gives coding agents programmatic access to Sumo Logic logs v…
— ○ ⏳ — N/A N/A — — —
49053
badlogic
VS Claude Claim
MCP server that integrates with VS Code to enable file operations, git diffs, a…
— ○ ⏳ — N/A N/A — — —
49054
hkxiaoyao
Enables AI models to perform static taint analysis on Python code, detecting se…
— ○ ⏳ — N/A N/A — — —
49055
Diversus23
1C MCP Proxy Claim
Proxies MCP protocol to JSON-RPC for 1C:Enterprise IT management system, enabli…
— ○ ⏳ — — — — — —
49056
cbellbell-spin
Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for us…
— ○ ⏳ — N/A N/A — — —
49057
re-rank-offical
Integrates the Korean government's KRDS design system with AI assistants, enabl…
— ○ ⏳ — N/A N/A — — —
49058
fortifiedai
Provides live SEC filing events including resolved activist stakes (13D) and ty…
— ○ ⏳ — N/A N/A — — —
49059
heitor-am
MCP server that provides semantic search, graph query, and keyword search tools…
— ○ ⏳ — — — — — —
49060
RecommaAI
Recomma Claim
What ChatGPT, Gemini and Google AI Overviews say about your brand, and which so…
— ○ ⏳ — — — — — —
49061
KlossKarl
loom Claim
Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval…
— ○ ⏳ — N/A N/A — — —
49062
fieldviolence
MCP server for querying and optionally trading across prediction markets (Polym…
— ○ ⏳ — — — — — —
49063
retailerapi
Enables AI agents to access Walmart product data including lookups, price histo…
— ○ ⏳ — — — — — —
49064
ericroliver
tinytask Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
— ○ ⏳ — — — — — —
49065
wecandeo
Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, …
— ○ ⏳ — — — — — —
49066
wasim-development
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
— ○ ⏳ — N/A N/A — — —
49067
jmagar
Arcane MCP Claim
AI-powered Docker management server that enables natural language control of en…
— ○ ⏳ — — — — — —
49068
jiaxiongjiang913-boop
demeter-mcp Claim
MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building A…
— ○ ⏳ — N/A N/A — — —
49069
My-Outcasts
A local MCP server that captures coding context, tracks developer sessions, and…
— ○ ⏳ — N/A N/A — — —
49070
zhaopeng309
An MCP server for Zi Wei Dou Shu (Purple Star Astrology) that enables users to …
— ○ ⏳ — N/A N/A — — —
49071
orcalayer
Enables smart-money whale and market analytics for Polymarket, including leader…
— ○ ⏳ — — — — — —
49072
goyalayus
email-mcp Claim
MCP server that sends outbound emails with automatic single-thread mapping in G…
— ○ ⏳ — N/A N/A — 95 —
49073
Ahmedelmonady
Unified MCP server for Gameball's documentation and API integration, enabling d…
— ○ ⏳ — N/A N/A — — —
49074
playbattlegrid
Enables AI agents to play crypto prediction games on BattleGrid by managing acc…
— ○ ⏳ — — — — — —
49075
courier
courier-mcp Claim
The official Model Context Protocol server for the Courier notification API. It…
— ○ ⏳ — — — — 81 —
49076
Lucky Numbers Claim 1
Random number picks for fun: lottery-style presets, a custom range, daily numbe…
— ○ — — — — 67 —
49077
cmanohar
mcp-edgar Claim
Enables LLMs to access SEC EDGAR data: search filings, extract sections, pull s…
— ○ ⏳ — — — — — —
49078
pfyyyyyds-glitch
Enables AI assistants to deploy and manage static websites on EdgeOne Pages usi…
— ○ ⏳ — N/A N/A — — —
49079
sveselaj
Nervora Claim
A secure MCP gateway for enterprise AI tool execution, enabling governed invoca…
— ○ ⏳ — — — — — —
49080
stagproject
SEC EDGAR MCP for agents: search 10-K/10-Q, free sample preview, full filing JS…
— ○ ⏳ — — — — — —
49081
ziptax
Real-time US and Canadian sales tax and use tax rates by address or geographic …
— ○ ⏳ — — — — 81 —
49082
err0n-0x2A
bhe_mcp Claim
Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
— ○ ⏳ — — — — — —
49083
Vaibahv1306Rapid
Provide a scaffolded environment to develop and run MCP servers with ease. Enab…
— ○ ⏳ — N/A N/A — 95 —
49084
uberswe
Read-only search and details for Minecraft Create Mod schematics on CreateMod.c…
— ○ ⏳ — — — — — —
49085
BarkDevelopment
Enables interaction with Binance Smart Chain, including wallet management, toke…
— ○ ⏳ — N/A N/A — — —
49086
aj47
Enables AI agents like Claude and Cursor to query codebases using Augment's con…
— ○ ⏳ — N/A N/A — — —
49087
BlackWolf-Media
API Manager Claim
Enables secure management of API keys through an encrypted environment file wit…
— ○ ⏳ — N/A N/A — 95 —
49088
ksmin23
Provides Vertex AI Search for Commerce product search as a tool, enabling AI ag…
— ○ ⏳ — — — — — —
49089 — ○ ⏳ — N/A N/A — 95 —
49090
iarfhlaith
gaff-check Claim
Enables AI agents to perform due diligence on Irish properties by querying publ…
— ○ ⏳ — — — — — —
49091
mambalabsdev
Find when a public company reports: fiscal year end, cadence, next date and the…
— ○ ⏳ — N/A N/A — — —
49092
ojaogezi
opm-mcp Claim
Provides Claude with direct access to the Open Porous Media (OPM) reservoir sim…
— ○ ⏳ — N/A N/A — — —
49093
haiyunsky
Institutional-grade quantitative stock analysis and research signals for AI age…
— ○ ⏳ — — — — — —
49094
1OOyan
Enables AI assistants to store and retrieve long-term memories with semantic se…
— ○ ⏳ — N/A N/A — — —
49095
midodimori
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
— ○ ⏳ — — — — — —
49096
jsdf
A proxy MCP server that summarizes Playwright accessibility snapshots using Cla…
— ○ ⏳ — N/A N/A — — —
49097
Demolinator
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
— ○ ⏳ — N/A N/A — — —
49098
k4nuck
Gergy AI MCP Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
— ○ ⏳ — — — — 81 —
49099
coozgan
A Model Context Protocol Server for interacting with the Cisco Meraki Dashboard…
— ○ ⏳ — N/A N/A — 95 —
49100
kinsy-ai
Kinsy Claim
Finished, editable PowerPoint (.pptx) decks from a brief and your documents
— ○ ⏳ — — — — — —
Showing 49051–49100 of 69224 servers
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