MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45351
mohocp
mcp Claim
Deploy files, sites, and Dockerfile apps to live URLs + private drives for agen…
— ○ ⏳ — — — — — —
45352
adrielisa
Provides tools to check weather information for any city and manage prospects i…
— ○ ⏳ — — — — 81 —
45353
DolphinQuant
echolon Claim
A Python backtest framework for futures research, designed from the start to be…
— ○ ⏳ — N/A N/A — — —
45354
vibhasdutta
context-mcp Claim
Provides persistent memory and a codebase knowledge graph for AI coding assista…
— ○ ⏳ — N/A N/A — — —
45355
fastmcp-me
Enables AI-powered music generation through natural language commands, supporti…
— ○ ⏳ — — — — — —
45356
lodado
A multi-persona code review tool that leverages AI agents with distinct experti…
— ○ ⏳ — N/A N/A — — —
45357
neoai-agent
newrelic-mcp Claim
A command-line tool for monitoring and analyzing New Relic application metrics …
— ○ ⏳ — — — — — —
45358
codebycinar
Pre-transaction security gate for Pharos AI agents that analyzes contract bytec…
— ○ ⏳ — — — — — —
45359
runpod
RunPod Claim
Manage your RunPod cloud resources directly through an MCP-compatible client. C…
— ○ ⏳ — N/A N/A — 95 —
45360
jens-duttke
mcp-popup-ui Claim
Enables AI assistants to present interactive choices to users via browser popup…
— ○ ⏳ — N/A N/A — — —
45361
memforge-memory Claim 1
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
— ○ — N/A N/A — 61 —
45362
BUZDOLAPCI
dns-intel Claim
Enables domain intelligence lookups including RDAP registration data, DNS recor…
— ○ ⏳ — N/A N/A — 95 —
45363
umuterdal
Blindspot is a local, general-purpose context engine for AI coding agents. It h…
— ○ ⏳ — N/A N/A — — —
45364
CSOAI-ORG
citation-finder-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
45365
danielcamposramos
respec-mcp Claim
A stdio MCP server that wraps ReSpec rendering with repo-local profiles, enabli…
— ○ ⏳ — N/A N/A — — —
45366 — ○ ⏳ — N/A N/A — 95 —
45367
hello-emrah
Svetovid Claim
An MCP server that lets AI agents visually perceive and edit video inside DaVin…
— ○ ⏳ — N/A N/A — — —
45368
devista-consulting
docs-mcp Claim
Gives AI agents full-text search over any Markdown/MDX documentation folder.
— ○ ⏳ — N/A N/A — — —
45369
DevquasarX9
A Model Context Protocol server for GitLab that provides AI agents structured a…
— ○ ⏳ — — — — — —
45370
Aditya69505
A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Me…
— ○ ⏳ — — — — — —
45371
brianhuster
A Model Context Protocol server for Neovim that provides LSP-based symbol tools…
— ○ ⏳ — N/A N/A — — —
45372
deckbase
MCP server for Deckbase - exposes docs, template blocks, and project context
— ○ ⏳ — N/A N/A — 95 —
45373
brightseth
vibe Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
— ○ ⏳ — N/A N/A — 95 —
45374
yclenove
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
— ○ ⏳ — — — — — —
45375
PVPWire Claim 1
Hand-compiled game-mechanics data for Diablo 2, Path of Exile, Diablo 3 and GW2…
— ○ — N/A N/A — 81 —
45376
InnerAura
hyperweave Claim
HyperWeave gives agents a visual output surface: structured data in, branded SV…
— ○ ⏳ — — — — — —
45377
touch4645
Provides tools to access Japanese export control laws, annexes, and user lists …
— ○ ⏳ — — — — — —
45378
blackukulele-esf6
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
— ○ ⏳ — N/A N/A — 95 —
45379
gabrielpulga
Enables AI-assisted electronic music production in Ableton Live, with built-in …
— ○ ⏳ — N/A N/A — — —
45380
berkbirkan
A FastMCP server that exposes core fal.ai model API operations, enabling model …
— ○ ⏳ — — — — — —
45381
namto908
MCP Server Claim
Integrates with GitHub, Neo4j, PostgreSQL, and Milvus, enabling queries and dat…
— ○ ⏳ — — — — — —
45382
axel-belfort
Webhook testing API for AI agents. Send POST/PUT/PATCH/DELETE requests to any e…
— ○ ⏳ — — — — 81 —
45383
jeffmetricas
Enables WhatsApp automation through MCP protocol, allowing users to manage sess…
— ○ ⏳ — N/A N/A — 95 —
45384
goofypluto999
pairwave Claim
Enables two Claude Code sessions to connect over an end-to-end encrypted channe…
— ○ ⏳ — N/A N/A — — —
45385
dammyboss
An MCP server providing 69 tools for interacting with Azure DevOps, supporting …
— ○ ⏳ — — — — — —
45386
wiroai
Wiro AI Claim
Run Wiro AI models, build and run workflows, and talk to Studio and your Wiro a…
— ○ ⏳ — — — — 81 —
45387
DataGraph Claim 1
Urban intelligence knowledge graph. Structured locality data for civic problem-…
— ○ — N/A N/A — 81 —
45388
Rastro-AI
Rastro MCP Claim
MCP server for Rastro catalog operations, exposing catalog, service, execution,…
— ○ ⏳ — — — — — —
45389
GoodwordTeam
mcp Claim
Access your Goodword relationships: contacts, notes, reminders, intros, recomme…
— ○ ⏳ — — — — — —
45390
artugrande
Celo MCP Claim
Enables read and write access to the Celo blockchain including balance checks, …
— ○ ⏳ — — — — — —
45391
xiangzhicjm-cyber
cjm_test Claim
— ○ ⏳ — N/A N/A — 95 —
45392
aplassard
boxoban-mcp Claim
Enables users to load and solve Boxoban puzzles by providing tools to get game …
— ○ ⏳ — N/A N/A — — —
45393
BrettNye
Stoa Claim
Persistent shared memory for AI coding agents that turns a folder of markdown f…
— ○ ⏳ — — — — — —
45394
GolderBrother
Gives AI coding assistants cross-session persistent memory with semantic search…
— ○ ⏳ — N/A N/A — — —
45395
bsozen-4wm5
HashLock OTC Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
— ○ ⏳ — — — — 81 —
45396
fischperson0000000
GetMyCert Claim
13,000+ IT certification practice questions for AI agents (AWS, Azure, GCP, Com…
— ○ ⏳ — — — — — —
45397
cloudflare
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
— ○ ⏳ — — — — 81 —
45398
DIDA-AI
hotelbooking Claim
Hotel Booking MCP Server
— ○ ⏳ — N/A N/A — — —
45399
RosenAdvertising
MCP server providing full Smokeball API coverage for law firm practice manageme…
— ○ ⏳ — — — — 81 —
45400
CSOAI-ORG
meok-fria-generator-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
Showing 45351–45400 of 69261 servers
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