MCP Server Quality Scores

Independent quality analysis of 69468 public MCP servers

69468
Discovered
→
34112
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35101
TheQmaks
SkillSearch Claim
Indexes every skill across all installed plugins and enables the agent to find …
— ○ ⏳ — N/A N/A — — —
35102
danielrz
investbuddy Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
— ○ ⏳ — N/A N/A — 83 —
35103
jean-johnson-zwix
arm-code-mcp Claim
MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrins…
— ○ ⏳ — N/A N/A — — —
35104
xmqywx
Enables AI agents to manage Shopify stores via natural language, with tools for…
— ○ ⏳ — — — — — —
35105
mailbuttons
Governed email for AI agents (Mailbuttons / mbag.ai): sandbox inboxes, policy g…
— ○ ⏳ — — — — — —
35106
RiaRosenauer
Read-only optical catalog search plus DiffBeam server, schema, and catalog revi…
— ○ ⏳ — — — — — —
35107
Rethunk-AI
Provides comprehensive git tooling via MCP, including status, diffs, commits, b…
— ○ ⏳ — N/A N/A — — —
35108
sssdavid529
Turns any OpenAPI/Swagger API into MCP tools, enabling AI assistants to call RE…
— ○ ⏳ — — — — — —
35109
djtellado
Multi-jurisdictional legal analysis (ISO 31000) for Spanish, Latin American and…
— ○ ⏳ — — — — — —
35110
mpisanoCP
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
— ○ ⏳ — — — — — —
35111
SamErics0012
magic-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
35112
andygruening
Exposes the 0xSequence OMS wallet client as a local MCP server, enabling email-…
— ○ ⏳ — N/A N/A — — —
35113
nicholaspsmith
Glancey Claim
Adds semantic code search to AI coding agents, enabling natural language querie…
— ○ ⏳ — N/A N/A — — —
35114
MikeyBeez
Provides direct access to Ollama models for AI inference, including text genera…
— ○ ⏳ — N/A N/A — 95 —
35115
brnbco
Hello Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
— ○ ⏳ — N/A N/A — 95 —
35116
wmh.dirc
custom-agent Claim
— ○ ⏳ — N/A N/A — 95 —
35117
Space-C0wboy
An MCP server that connects AI assistants to the ThreatLocker Portal API with 4…
— ○ ⏳ — — — — 81 —
35118
EdibleTuber
A secure, sandboxed MCP server that provides Void Editor with safe filesystem a…
— ○ ⏳ — N/A N/A — — —
35119
pmat-agent Claim 1
Zero-config AI context generation and code quality toolkit with Claude Code Age…
— ○ — N/A N/A — 81 —
35120
GNARC0TICS
Provides real-time TypeScript diagnostics with intelligent caching for AI agent…
— ○ ⏳ — N/A N/A — — —
35121
AceDataCloud
MCP server for web extraction and rendering via AceDataCloud WebExtrator
— ○ ⏳ — — — — — —
35122
AllRates-Today
Live FX + official central-bank rates, 110+ sources. Hosted, keyless, nothing t…
— ○ ⏳ — — — — — —
35123
DzimaSh
MCP server for analyzing successful trading bots on Polymarket, enabling discov…
— ○ ⏳ — — — — — —
35124
guptaprakhariitr
Enables package tracking across multiple carriers by auto-detecting the carrier…
— ○ ⏳ — — — — — —
35125
calllint
calllint Claim
Static preflight safety gate for MCP servers — scan configs before you run them…
— ○ ⏳ — N/A N/A — — —
35126
CSOAI-ORG
plagiarism-checker-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — 95 —
35127
Quegenx
Enables comprehensive WhatsApp integration through WaPulse API, supporting mess…
— ○ ⏳ — — — — 95 —
35128
iPraBhu
MCP server for Perforce version control with safe defaults, structured JSON res…
— ○ ⏳ — N/A N/A — — —
35129
jackwillis
An MCP server that uses SWI-Prolog for logical deduction to find root causes of…
— ○ ⏳ — N/A N/A — — —
35130
compute-finance
Live AI compute pricing oracle — real-time LLM model prices across providers
— ○ ⏳ — N/A N/A — — —
35131
json-contracts
JSON contract registry and validator for structured LLM and agent outputs.
— ○ ⏳ — N/A N/A — — —
35132
LikhinMN
Algo-MCP Claim
Render live algorithmic visualizations directly in your AI chats via MCP.
— ○ ⏳ — — — — — —
35133
cool_web_tool
Run **full SEO site audits** from ChatGPT and other MCP clients via **Cool Web …
— ○ ⏳ — N/A N/A — 95 —
35134
aadarshlodhi
Manages leads and sends emails directly from Claude chat, with tools to add, se…
— ○ ⏳ — N/A N/A — — —
35135
csitte
mailwarden Claim
A native Gmail MCP server providing full mailbox control via the live Gmail API…
— ○ ⏳ — — — — — —
35136
danielrosehill
An MCP server for audio-to-text transcription using Google's Gemini API via Ope…
— ○ ⏳ — — — — — —
35137
alyiox
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
— ○ ⏳ — N/A N/A — — —
35138
Zwondra
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
— ○ ⏳ — — — — — —
35139
alicegetmanchuk
ravelry-mcp Claim
An MCP server that connects Claude to the Ravelry API, letting knitters and cro…
— ○ ⏳ — — — — — —
35140
jedshen123
App Data MCP Claim
An MCP server for internal data platforms that enables search, viewing, tracing…
— ○ ⏳ — — — — — —
35141
szachmacik
ofshore-mcp Claim
Provides Claude Desktop and Cursor with full access to the ofshore.dev ecosyste…
— ○ ⏳ — N/A N/A — — —
35142
loopsketch
mcp-bridge Claim
Enables LLMs to use llama.cpp models via MCP protocol by bridging MCP requests …
— ○ ⏳ — N/A N/A — — —
35143
TokenGuard
TokenGuard Claim
Secure and manage API credentials through a protected vault—and save 80% on AP…
— ○ ⏳ — — — — 81 —
35144
zerox2f
Remote HTTP/SSE MCP server for web search with full page content extraction, se…
— ○ ⏳ — — — — — —
35145
rubencodex86
Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing …
— ○ ⏳ — — — — — —
35146
benreichman
Enables web search and content scraping from multiple engines via a local SearX…
— ○ ⏳ — N/A N/A — — —
35147
yzonur
MCP server giving Claude (and any MCP-compatible client) live access to SAP sys…
— ○ ⏳ — — — — — —
35148
beyondwin
FixThis Claim
Local-first MCP handoff for Jetpack Compose UI feedback and source candidates.
— ○ ⏳ — N/A N/A — — —
35149
ros-claw
MCP server for controlling Universal Robots arms and Robotiq grippers via RTDE …
— ○ ⏳ — N/A N/A — — —
35150
Fulviuus
Enables AI agents to interact with the Godot game engine, including project ins…
— ○ ⏳ — N/A N/A — — —
Showing 35101–35150 of 69468 servers
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