MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60351
thejokers69
Provides real-time weather forecasts and alerts for US locations using the Nati…
— ○ ⏳ — — — — — —
60352
portertech
Enables AI assistants to manage LM Studio models, including listing, loading, a…
— ○ ⏳ — — — — — —
60353
getterdoneinc
Enables AI agents to post tasks, manage escrow, approve work, and pay human gig…
— ○ ⏳ — — — — — —
60354
balloonf
A PowerShell-based MCP server that enables Claude Desktop to convert text to sp…
— ○ ⏳ — N/A N/A — 95 —
60355
shelbeely
An MCP server that enables AI assistants to generate and edit professional web …
— ○ ⏳ — N/A N/A — — —
60356
peopleforrester
Safety-first GitOps operations for ArgoCD via the Model Context Protocol. Enabl…
— ○ ⏳ — — — — — —
60357
rutvikchandla3
MCP server for local-first lexical code search, providing tools for searching c…
— ○ ⏳ — — — — — —
60358
Marshel2727
A local, read-only MCP server that analyzes Python backend projects by providin…
— ○ ⏳ — N/A N/A — — —
60359
Nniol
Enables access to a synthetic hospital dataset through MCP, supporting SSE and …
— ○ ⏳ — — — — — —
60360
tnicholson
Provides comprehensive access to NIST cybersecurity frameworks and controls, en…
— ○ ⏳ — N/A N/A — — —
60361
ZidingWang
MCP server for batch EIS analysis, enabling ECM fitting and DRT computation fro…
— ○ ⏳ — N/A N/A — — —
60362
mageaustralia
nano-gpt-mcp Claim
Provides access to 700+ AI models for text, image, video, and audio generation …
— ○ ⏳ — — — — — —
60363
QalaLabs
Enables sending WhatsApp, SMS, and Email messages via the Convertway API, with …
— ○ ⏳ — — — — — —
60364
vishnu-vasan
A personal knowledge base MCP server that allows AI assistants to manage notes,…
— ○ ⏳ — N/A N/A — — —
60365
rriesco
Enables local git operations including commit, branch, push, pull, status, and …
— ○ ⏳ — N/A N/A — — —
60366
kayacancode
Controls Reachy Mini robot, enabling movement of head, body, and antennas, play…
— ○ ⏳ — N/A N/A — — —
60367
adrojis
Enables AI assistants to fully control a Tracecat SOAR platform instance throug…
— ○ ⏳ — N/A N/A — — —
60368
BACH-AI-Tools
Predicts the likelihood of school closures due to snowfall and severe winter we…
— ○ ⏳ — — — — — —
60369
TheMrGU
passoff Claim
Enables handoff of context between AI coding agents like Claude Code, Cursor, C…
— ○ ⏳ — N/A N/A — — —
60370
sergeykrin9
Russian-market marketing & ops MCP toolkit. 7 unified servers for Yandex.Direct…
— ○ ⏳ — — — — 81 —
60371
isaamthalhath07
forsale-mcp Claim
Exposes Kuwait's 4Sale marketplace to LLM agents through 62 tools for searching…
— ○ ⏳ — — — — — —
60372
hasindu-madushan
SlimAtlas AI Claim
An MCP server for lightweight browser automation using Lightpanda with Chrome f…
— ○ ⏳ — N/A N/A — — —
60373
michaeljfazio
koios-mcp Claim
An MCP server that provides LLMs with access to 95 tools covering the Koios Car…
— ○ ⏳ — — — — — —
60374
GHGuide
Settled Claim
Enables AI agents to query a team's decision ledger to check if past decisions …
— ○ ⏳ — — — — — —
60375
prismteam-ai
Enables semantic search and ingestion of investor content using Upstash Vector …
— ○ ⏳ — — — — — —
60376
jackdark425
Academic paper search and retrieval MCP server integrating multiple scholarly p…
— ○ ⏳ — — — — — —
60377
TheSashaDev
Enables SSH command execution, file uploads/downloads, and multi-server managem…
— ○ ⏳ — N/A N/A — — —
60378
Oliver0804
Wraps CloakBrowser, a stealth Chromium, as an MCP server for web retrieval with…
— ○ ⏳ — N/A N/A — — —
60379
williamcodes
speedrun-mcp Claim
Enables AI assistants to query speedrun.com for games, categories, leaderboards…
— ○ ⏳ — — — — — —
60380
terri1982
Enables AI coding tools like Codex and Claude to assist with EasyAR Unity workf…
— ○ ⏳ — N/A N/A — — —
60381
janik96v
An open-source MCP server for RAG over personal documents. Supports three paral…
— ○ ⏳ — N/A N/A — — —
60382
shaqmughal
Seekstone Claim
The fastest Obsidian MCP server for Claude.
— ○ ⏳ — N/A N/A — — —
60383
jbonjour
Connects MCP-compatible AI clients to BMLT root servers, enabling natural langu…
— ○ ⏳ — — — — — —
60384
LVTD-LLC
PGSandbox MCP is a local Rust MCP server for disposable Postgres databases. It …
— ○ ⏳ — N/A N/A — — —
60385
Drzymek92
An MCP server that generates, runs, and triages tests by introspecting Python m…
— ○ ⏳ — N/A N/A — — —
60386
Vrealmatic
Read-only MCP server that gives AI clients access to Google Search Console data…
— ○ ⏳ — — — — — —
60387
RenatoAscencio
Exposes the Evolution API v2 (WhatsApp) as 121 tools for MCP clients, enabling …
— ○ ⏳ — — — — — —
60388
cploutarchou
A minimal, production-ready MCP server enabling LLMs to perform web searches vi…
— ○ ⏳ — — — — — —
60389
rollecode
dough-mcp Claim
A read-only MCP server for the Dough personal finance app, enabling assistants …
— ○ ⏳ — — — — — —
60390
truongdva2
cds-kb-mcp Claim
A dataless MCP server that searches the SAP CDS knowledge base, allowing users …
— ○ ⏳ — N/A N/A — — —
60391
UAEpro
Enables natural language querying of any SQL database by converting plain Engli…
— ○ ⏳ — — — — — —
60392
christophejlegros-lgtm
Exposes a bio-hybrid neuromorphic simulation pipeline (SNN LIF+STDP, consciousn…
— ○ ⏳ — — — — — —
60393
nandanv99
Enables AI agents to use over 100 AI tools for tasks like content generation, i…
— ○ ⏳ — N/A N/A — — —
60394 — ○ ⏳ — N/A N/A — 95 —
60395
abhilashdk2016
A remote MCP server template for Cloudflare Workers that enables deploying cust…
— ○ ⏳ — — — — — —
60396
renefichtmueller
PaperCortex Claim
An MCP server that adds AI-powered document intelligence to Paperless-ngx, enab…
— ○ ⏳ — N/A N/A — — —
60397
pipeworx-io
health-feeds Claim
Enables searching and reading curated health and medicine RSS/Atom feeds, with …
— ○ ⏳ — — — — — —
60398
yangboy91
Enables AI assistants to read, search, send, and reply to Zoho Mail via IMAP/SM…
— ○ ⏳ — — — — — —
60399
GigRadar
Enables interaction with La Growth Machine (LGM) workspace via MCP, providing 2…
— ○ ⏳ — — — — — —
60400
jokull
agent-cms Claim
Agent-first headless CMS running as a Cloudflare Worker, providing MCP servers …
— ○ ⏳ — N/A N/A — — —
Showing 60351–60400 of 69070 servers