MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53851
shannonbay
Conductor Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
— ○ ⏳ — N/A N/A — — —
53852
dannyg-sys
Enables AI assistants to manage Odoo development environments by providing tool…
— ○ ⏳ — N/A N/A — — —
53853
rubychilds
MCP server that enables AI coding agents to read and write to a local-first HTM…
— ○ ⏳ — N/A N/A — — —
53854
felores
An MCP server that brings Perplexity's Sonar models with real-time web search c…
— ○ ⏳ — — — — — —
53855
IntentGuardLabs
Enables AI agents to submit Ethereum transactions with on-chain outcome protect…
— ○ ⏳ — N/A N/A — — —
53856
MusashiBot
musashi-mcp Claim
Exposes Musashi market intelligence as MCP tools for clients like Claude and Ch…
— ○ ⏳ — — — — — —
53857
postproxy
Postproxy Claim
Publish, schedule, and manage social media posts across major platforms via the…
— ○ ⏳ — — — — — —
53858
Playerbs1
A tool that connects to Substack's official Publisher API to access posts, news…
— ○ ⏳ — — — — — —
53859
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
— ○ ⏳ — N/A N/A — 83 —
53860
vkhafizov
Acture MCP Claim
Turns raw engineering signals into narrative reports by exposing GitHub data vi…
— ○ ⏳ — N/A N/A — — —
53861
Thaynabarreiro
An open-source MCP server that exposes the Amadeus Self-Service APIs as tools f…
— ○ ⏳ — — — — — —
53862
Patent-PreCheck
Patentability pre-check for code — USPTO statutory pillar scores (§101 eligibil…
— ○ ⏳ — — — — — —
53863
DevRico003
A Model Context Protocol server that allows AI agents to post tweets and thread…
— ○ ⏳ — — — — — —
53864
K-Host
A local AI skill composer that reads, analyzes, compares, and combines SKILL.md…
— ○ ⏳ — N/A N/A — — —
53865 — ○ ⏳ — N/A N/A — 95 —
53866
asachs01
MCP server for USDA nutrition data lookup, meal logging, and daily macro tracki…
— ○ ⏳ — N/A N/A — — —
53867
embercore-labs
embercore Claim
Open-source AI marketing agent toolkit with plan-first workflow, human checkpoi…
— ○ ⏳ — N/A N/A — — —
53868
bwats
lifeos-mcp Claim
Provides MCP-compatible AI agents with read access to a LifeOS knowledge base, …
— ○ ⏳ — N/A N/A — — —
53869
Rckl88
seracade Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
— ○ ⏳ — N/A N/A — 95 —
53870
apiotrowski-afk
MCP server providing persistent memory for AI legal assistants — remember facts…
— ○ ⏳ — — — — — —
53871
845340126
tdx-mcp Claim
基于通达信行情服务器的 MCP Server,为 AI 助手提供实时 A 股、期货、港股等行情数据及技术指标。
— ○ ⏳ — — — — — —
53872
Spectrexf
Litmus Claim
An MCP server that lets an AI agent backtest, risk-check, and audit trading str…
— ○ ⏳ — N/A N/A — — —
53873
runapi-ai
Enables image editing, remixing, and text-to-image generation using Qwen 2 mode…
— ○ ⏳ — — — — — —
53874
acamolese
Enables AI assistants to analyze Screaming Frog SEO Spider crawl data through t…
— ○ ⏳ — N/A N/A — — —
53875
bitranox
glintefy Claim
Provides comprehensive code quality analysis and automated fixing, available as…
— ○ ⏳ — N/A N/A — — —
53876
brukhabtu
A production-ready server that automatically exposes your entire Jira instance …
— ○ ⏳ — — — — 81 —
53877
nickthelegend
HTML to PDF Claim
Convert HTML and webpages into polished PDFs in seconds. Create invoices, repor…
— ○ ⏳ — N/A N/A — 95 —
53878
adiezsuzy
Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, sup…
— ○ ⏳ — N/A N/A — — —
53879
ArtKeyAi
Bhived MCP Claim
Shared knowledge graph, skills, and tool discovery for AI agents through the Mo…
— ○ ⏳ — N/A N/A — — —
53880
swesmith-repos
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
— ○ ⏳ — N/A N/A — 95 —
53881
guptaprakhariitr
Provides AI agents with Hacker News data including front-page lists, full-text …
— ○ ⏳ — — — — — —
53882
mcp-server Claim 1
Turn a portrait photo and a script into a talking-head AI video via the Puppetr…
— ○ — N/A N/A — 69 —
53883
DonghwanJeong
Read-only MCP server for finding Discord messages. It enables searching guild m…
— ○ ⏳ — — — — — —
53884
constripacity
MCP relay so Claude Code agents on different machines can exchange messages via…
— ○ ⏳ — N/A N/A — — —
53885
ellmos-ai
Model-agnostic computer-use tools over MCP, enabling screen capture and automat…
— ○ ⏳ — N/A N/A — — —
53886
pythondev-pro
PyForge IDE Claim
Enables Python code execution in a sandboxed environment with virtual file syst…
— ○ ⏳ — N/A N/A — 95 —
53887
sabatajoxicraft
Automatically injects development framework context and workflows into Claude c…
— ○ ⏳ — N/A N/A — 95 —
53888
soapboxbuild
nectar-mcp Claim
MCP server for the Nectar Climate utility data API, providing tools to access u…
— ○ ⏳ — — — — — —
53889
brunonuzzi
Acts as a gateway to interface with the Evolution API, exposing an MCP server v…
— ○ ⏳ — — — — — —
53890
bookedsolidtech
HELiXiR Claim
MCP server that provides AI agents with accurate, hallucination-free access to …
— ○ ⏳ — N/A N/A — — —
53891
SuReaper
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
— ○ ⏳ — — — — 81 —
53892
k1y0miiii
tbro-mcp Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
— ○ ⏳ — N/A N/A — — —
53893
srotzin
Hive Wallet Claim
HiveWallet MCP Server
— ○ ⏳ — — — — — —
53894 — ○ ⏳ — N/A N/A — 95 —
53895
garniergeorges
Minimal MCP server for inter-session coordination between parallel Claude Code …
— ○ ⏳ — — — — — —
53896
Atmosphere-Technologies
cnpj.ia.br Claim
Empresas do Brasil (CNPJ): consulta por CNPJ, busca por filtros e uso da conta.
— ○ ⏳ — — — — — —
53897
FuriousApe
Self-hosted MCP server that scrapes LinkedIn jobs using your authenticated sess…
— ○ ⏳ — N/A N/A — — —
53898
processedfood
MCP server that fetches and replies to Figma file comments, with filtering and …
— ○ ⏳ — N/A N/A — — —
53899
gitcookman
Local stdio MCP server for Open-Elevation single, batch, and profile lookups.
— ○ ⏳ — N/A N/A — — —
53900
pipeworx-io
Enables AI agents to query the Semantic Scholar Academic Graph for scholarly pa…
— ○ ⏳ — — — — — —
Showing 53851–53900 of 69153 servers