MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65851
sewon-supernova
relation-mcp Claim
Enables to interact with Re:lation support tickets via MCP. Allows searching, u…
— ○ ⏳ — — — — — —
65852
wdm0006
MCP server offering text analysis tools for writing improvement, including spel…
— ○ ⏳ — N/A N/A — — —
65853
DingDawg-dev
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit pre…
— ○ ⏳ — N/A N/A — 83 —
65854
clauxel
Codex run receipts your reviewer can trust.
— ○ ⏳ — — — — — —
65855
snaggle-ai
Connect any HTTP/REST API server using an Open API spec (v3)
— ○ ⏳ — N/A N/A — 95 —
65856
patrickcarmichael
A production-ready Pokémon MCP server that enables users to get comprehensive P…
— ○ ⏳ — — — — 81 —
65857
burakaydinofficial
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markd…
— ○ ⏳ — N/A N/A — — —
65858
mokemokechicken
Provides web search and code execution capabilities using OpenAI models, with o…
— ○ ⏳ — N/A N/A — — —
65859
randa-mu
Enables AI applications to fetch verifiable randomness from the drand network, …
— ○ ⏳ — — — — — —
65860
austinzq
Enables Claude Code to control remote servers via SSH for automated deployment,…
— ○ ⏳ — N/A N/A — — —
65861
pipeworx-io
Provides streaming availability data across 200+ services, including title sear…
— ○ ⏳ — — — — — —
65862
Ritchy-EU
Teams MCP Claim
Enables AI assistants to interact with Microsoft Teams, users, and organization…
— ○ ⏳ — — — — — —
65863
duvomike
Double + 5 Claim
Transform numbers by doubling them and adding 5. Get instant results with a cle…
— ○ ⏳ — N/A N/A — 95 —
65864
FojleRabbiRabib
A lightweight MCP server that enables AI coding assistants to interact with Goo…
— ○ ⏳ — N/A N/A — — —
65865
trongthoaivn
Bridges AI assistants with EVE-NG network simulation labs, enabling autonomous …
— ○ ⏳ — — — — — —
65866
lijinly
Provides AI assistants with access to Tushare financial data API for querying C…
— ○ ⏳ — — — — — —
65867
lazymac2x
blog Claim
Cloudflare Workers MCP server: blog
— ○ ⏳ — — — — — —
65868
wmh.dirc
custom-agent Claim
— ○ ⏳ — N/A N/A — 95 —
65869
vibecheckai
AI Code Firewall — MCP Server for hallucination prevention in AI development
— ○ ⏳ — N/A N/A — 95 —
65870
binacshera-ui
Professional MCP Server with AST-powered code intelligence, high-performance se…
— ○ ⏳ — N/A N/A — — —
65871
cronus-mcp Claim 1
On-chain x402-paid market signals on Arc (Circle Gateway) exposed as MCP tools.
— ○ — N/A N/A — 81 —
65872
adelaidasofia
Self-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so…
— ○ ⏳ — N/A N/A — — —
65873
ArkTechNWA
A knowledge graph MCP server providing persistent, structured memory for AI ass…
— ○ ⏳ — — — — — —
65874
PHUICMT
mcp-mt5 Claim
Model Context Protocol server for the MetaTrader 4/5 build pipeline, enabling L…
— ○ ⏳ — N/A N/A — — —
65875
h30190
Automates searching and downloading construction specifications from a public e…
— ○ ⏳ — N/A N/A — — —
65876
glitchcrab
MCP server for Buy Me A Pie that allows managing shopping lists and items throu…
— ○ ⏳ — — — — — —
65877
CSOAI-ORG
Fetch Http Claim
Enables fetching HTTP resources through the MCP protocol.
— ○ ⏳ — — — — — —
65878
davidlg
OpenWebhook Claim
Inspect webhooks from Cursor or Claude. No account needed. Pro adds permanent s…
— ○ ⏳ — N/A N/A — — —
65879
edholofy
eyepup Claim
Agentic visitor analytics — five tools that hand the next CRO fix to your codin…
— ○ ⏳ — — — — — —
65880
danielberhane
Bridges AI models with 24 years of Global Forest Watch data across 165+ countri…
— ○ ⏳ — N/A N/A — 95 —
65881
BargLabs
Cejel Claim
Offline deterministic engineering-trust certificates for repositories, with no …
— ○ ⏳ — N/A N/A — — —
65882
wyre-technology
atera-mcp Claim
MCP server for the Atera RMM API. Implements a decision tree architecture for e…
— ○ ⏳ — — — — — —
65883
drohi-r
An MCP server for Bitfocus Companion that enables AI assistants to program and …
— ○ ⏳ — N/A N/A — — —
65884 — ○ ⏳ — N/A N/A — 95 —
65885
camoran89
Enables project creation with validated flow and automatic registration via MCP…
— ○ ⏳ — — — — — —
65886
Plantos-Sensor
Enables AI assistants to analyze farm locations, retrieve soil and weather data…
— ○ ⏳ — — — — — —
65887
sacahan
Enables YouTube video search and audio download via web scraping, requiring no …
— ○ ⏳ — — — — — —
65888
pipeworx-io
mcp-biorxiv Claim
Enables querying bioRxiv and medRxiv preprints, including metadata, publication…
— ○ ⏳ — — — — — —
65889
studiolab-dev
gency-lite Claim
Generate Amazon-style A+ Content and AI product images from product photos.
— ○ ⏳ — — — — — —
65890
ayushnagvanshi101098-ship-it
A professional MCP server that lets AI assistants directly control Adobe Photos…
— ○ ⏳ — N/A N/A — — —
65891
mambalabsdev
Enrich a company domain into firmographics via Apify: employees, industry, HQ, …
— ○ ⏳ — N/A N/A — — —
65892
liqdlad
mcp-a2a-swap Claim
A2A-Swap is a constant-product AMM (x·y=k) built from first principles for AI a…
— ○ ⏳ — N/A N/A — 95 —
65893
Vinaykumarreddy467
Enables AI agents to fetch, search, and summarize YouTube video transcripts via…
— ○ ⏳ — — — — — —
65894
adamorad
airlock Claim
Local daemon giving AI agents named locks, shared state, events, and a task que…
— ○ ⏳ — N/A N/A — — —
65895
abhi-d-git
Enables interaction with Azure DevOps, including listing pipelines and runs, vi…
— ○ ⏳ — — — — — —
65896
goagentcy
A managed AI marketing agent that plugs into all your AI tools. Ask about your …
— ○ ⏳ — — — — 81 —
65897
derrikjb
Integrates with the Obsidian Local REST API to enable reading, creating, editin…
— ○ ⏳ — N/A N/A — 95 —
65898
APIThreshold Claim 1
Quality scoring and progressive gates for AI-generated API tests. Stripe/Twilio…
— ○ — N/A N/A — 61 —
65899
kaushik701
MCP server that wraps the NASA Space-Track API to provide tools for TLE lookup,…
— ○ ⏳ — — — — — —
65900
ifindv
ssh-mcp Claim
Enables LLMs to interact with remote servers via SSH, supporting command execut…
— ○ ⏳ — — — — — —
Showing 65851–65900 of 69007 servers