MCP Server Quality Scores

Independent quality analysis of 68328 public MCP servers

68328
Discovered
→
33208
Scored
→
2112
Verified
→
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67401
cwoodcox
pvwatts-mcp Claim
Enables solar energy potential assessment by converting parcel centroid and acr…
— ○ ⏳ — — — — — —
67402
yeeking
An MCP server that lets language models interact with the Reaper DAW
— ○ ⏳ — N/A N/A — — —
67403
singularityjason
Persistent semantic memory server for Obsidian vaults, enabling AI agents to se…
— ○ ⏳ — N/A N/A — — —
67404
llamakko
Enables searching, reading, and listing pages from the official chezmoi documen…
— ○ ⏳ — N/A N/A — — —
67405
naveenayalla1-CS50
Plug-and-play MCP server toolkit with semantic code search, natural language da…
— ○ ⏳ — — — — — —
67406
MSelcukAkbas
A modular MCP server that provides AI agents with cognitive memory, local syste…
— ○ ⏳ — — — — — —
67407
maithanhduyan
pg-mcp Claim
A Model Context Protocol server for PostgreSQL that enables database operations…
— ○ ⏳ — — — — — —
67408
shr3ddersec
sh3ll Claim
— ○ ⏳ — N/A N/A — 95 —
67409
E13ctr0N
AgenSysAdmin Claim
MCP server for remote Linux server administration via SSH, integrating with Cla…
— ○ ⏳ — — — — — —
67410
crabcut
Generate TikTok, Shorts, and Reels-ready clips from any YouTube video, powered …
— ○ ⏳ — — — — 81 —
67411
nexiantechnology697531971
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
— ○ ⏳ — — — — — —
67412
langadventurellc
Trellis MCP Claim
A file-backed MCP server for hierarchical project management that enables AI as…
— ○ ⏳ — N/A N/A — — —
67413
jagrajsingh86
Two MCP servers for a live demo: a clinical server for patient lookup, labs, an…
— ○ ⏳ — N/A N/A — — —
67414
Arizona-dev
discord-mcp Claim
An MCP server for managing Discord servers with 73 tools including channels, ro…
— ○ ⏳ — — — — — —
67415
Manavarya09
Enables AI agents to detect, classify, explain, and ethically redesign dark pat…
— ○ ⏳ — N/A N/A — — —
67416
WiFiWithoutWalls
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
— ○ ⏳ — — — — — —
67417
InfoseekAI
Search Google, Skyscanner, Skiplagged, Booking.com in real time. Get your API k…
— ○ ⏳ — — — — 81 —
67418
jeffereychown-Max
Subscribe to RSS/Atom feeds and get a deduped daily brief, designed for daily C…
— ○ ⏳ — N/A N/A — — —
67419
timoconnellaus
An MCP server that executes TypeScript/JavaScript code in a sandboxed Bun envir…
— ○ ⏳ — N/A N/A — — —
67420
jarekbird
An MCP server that talks directly to Jira Cloud REST API v3 using static creden…
— ○ ⏳ — — — — — —
67421
ihiteshgupta
Enables reading, sending, searching, and managing Gmail through Claude using th…
— ○ ⏳ — N/A N/A — — —
67422
kosh-jelly
Provides comprehensive read/write access to Word documents, including comments,…
— ○ ⏳ — N/A N/A — — —
67423
naman-monga-tf
Exposes basic calculator tools (add, subtract, multiply, divide) and validates …
— ○ ⏳ — — — — — —
67424
SikamikanikoBG
Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Dock…
— ○ ⏳ — N/A N/A — — —
67425
tt-a1i
lore Claim
Enables AI agents to query project memory by linking code changes to the conver…
— ○ ⏳ — N/A N/A — — —
67426
18abhi89
Enables AI-powered analysis of exceptions using vector similarity search and Az…
— ○ ⏳ — N/A N/A — — —
67427
the-syz
Automates Ansys Fluent simulation workflows, enabling environment checks, case …
— ○ ⏳ — N/A N/A — — —
67428
wyhAcc
A local proxy for Luckin Coffee's official MCP, enabling natural language order…
— ○ ⏳ — N/A N/A — — —
67429
scottyphillips
Provides offline access to Wikipedia and other ZIM content through a local Kiwi…
— ○ ⏳ — N/A N/A — — —
67430
lukleh
A secure MCP server for Grafana that provides read-only access by default, with…
— ○ ⏳ — — — — — —
67431
dev-tahir
An intelligent MCP server that searches for images, labels them, combines them …
— ○ ⏳ — — — — — —
67432
TopicForge
TopicForge Claim
SEO articles that sound like your brand — not generic AI output. TopicForge run…
— ○ ⏳ — — — — — —
67433
T-Rzeznik
reaper-mcp Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
— ○ ⏳ — N/A N/A — — —
67434
ellettie
Enables AI assistants to access real-time iRacing telemetry, race information, …
— ○ ⏳ — N/A N/A — — —
67435
jktjj
jktjj-mcp Claim
MCP server for AI agent access to JKTJJ's structured BJJ data — gyms, coaches, …
— ○ ⏳ — — — — — —
67436
Hsky16
Enables to search Yahoo! Real-time Search for recent posts, images, videos, etc…
— ○ ⏳ — — — — — —
67437
Chrl3y
Provides 50+ tools for audit, repair, notifications, GL posting, reporting, and…
— ○ ⏳ — — — — — —
67438
deXterbed
Enables web search and web fetch operations using Ollama's hosted APIs, allowin…
— ○ ⏳ — — — — — —
67439
adkins-amdg
Enables AI agents to interact with Microsoft Teams through Microsoft Graph API,…
— ○ ⏳ — N/A N/A — — —
67440
TouristShaun
mcp-brain Claim
A cognitive memory system for persistent knowledge graph storage across multipl…
— ○ ⏳ — — — — — —
67441
tan-yong-sheng
MCP server for Mistral AI providing OCR, TTS, and STT capabilities via Voxtral.
— ○ ⏳ — N/A N/A — — —
67442
jon933
Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into…
— ○ ⏳ — — — — — —
67443
hamchowderr
bika-mcp Claim
MCP server for integrating with Bika.ai platform, enabling AI assistants to per…
— ○ ⏳ — — — — — —
67444
larkinmaxim
Provides AI assistants with intelligent access to Transporeon's internal compan…
— ○ ⏳ — — — — — —
67445
AnavaAcap
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
— ○ ⏳ — N/A N/A — 95 —
67446
uuina
Enables OCR processing of local files and public URLs using Mistral OCR. Provid…
— ○ ⏳ — N/A N/A — — —
67447
Luo-Lotus
A custom node plugin for ComfyUI that encapsulates workflows as templates, enab…
— ○ ⏳ — N/A N/A — — —
67448 — ○ ⏳ — N/A N/A — 95 —
67449
Attri-Inc
Multi-user MCP server for Basecamp 3 with 148+ tools, enabling AI clients to ma…
— ○ ⏳ — — — — — —
67450
garbvalley
A modular MCP server integrating Jira and GitHub to automate developer workflow…
— ○ ⏳ — N/A N/A — — —
Showing 67401–67450 of 68328 servers