MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53051
AuthBits
webmcp Claim
MCP server for web search and content extraction using DuckDuckGo or SearXNG, w…
— ○ ⏳ — N/A N/A — — —
53052
GiantBeaver9
api-mcp Claim
Enables LLMs to make arbitrary HTTP API requests with any method and full contr…
— ○ ⏳ — — — — — —
53053
grooverLab
fable Claim
MCP server over your Claude Code transcript history — full-text + semantic sear…
— ○ ⏳ — N/A N/A — — —
53054
victorlane
Flyan Claim
Unofficial Python SDK and MCP server for Ryanair flight search. Find one-way fa…
— ○ ⏳ — — — — — —
53055
MikkoParkkola
trvl Claim
AI travel agent for flights, hotels, rental cars, ground transport, price alert…
— ○ ⏳ — N/A N/A — 95 —
53056
amitkumar010715
Provides geospatial intelligence for Uttar Pradesh, India, enabling geocoding, …
— ○ ⏳ — — — — 81 —
53057
povfarwa
Enables autonomous digital forensics and incident response through 21 typed for…
— ○ ⏳ — N/A N/A — — —
53058
Musaraf-M
sentinal-mcp Claim
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnost…
— ○ ⏳ — N/A N/A — — —
53059
datakoot
US weather, alerts, earthquakes and elevation for AI agents, from NWS/NOAA and …
— ○ ⏳ — — — — — —
53060
CSOAI-ORG
MEOK W3C TDM Rights MCP — EU CDSM Directive Article 4(3) Text + Data Mining opt…
— ○ ⏳ — — — — — —
53061
markomanninen
mcp-debugpy Claim
MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Pro…
— ○ ⏳ — N/A N/A — — —
53062
smurfy92
MCP server bridging Claude Code to the OpenClaw gateway management plane via JS…
— ○ ⏳ — N/A N/A — — —
53063
PrivacyPill Claim
GDPR cookie banners with Consent Mode v2, plus a free scan of what loads before…
— ○ ⏳ — — — — — —
53064
LogPulse Claim
Changelogs for coding agents: versions, breaking changes, migrations. Free chan…
— ○ ⏳ — — — — — —
53065
enc0ded
vue-ts-lsp Claim
Self-contained MCP server providing type-aware code intelligence for TypeScript…
— ○ ⏳ — N/A N/A — — —
53066 — ○ ⏳ — — — — 81 —
53067
payhumans
The human API for AI agents. When your agent hits a task it can't do — verify a…
— ○ ⏳ — — — — 81 —
53068
cairo-pyramids
geo-mcp Claim
UK-specialist MCP server that lets an LLM agent answer location-grounded questi…
— ○ ⏳ — — — — 81 —
53069
deng1986
Bridges AI agents (Codex, Claude Code) with a real Chrome session via CDP, enab…
— ○ ⏳ — N/A N/A — — —
53070
mogoon
Enables comparing Korean EV charging fees across providers and discount cards t…
— ○ ⏳ — — — — 81 —
53071
naticity1-build
Multi-tenant MCP server connecting Claude to Priority ERP via OData. Supports r…
— ○ ⏳ — — — — — —
53072
tsilva
mcp-wandb Claim
Enables LLM agents to query Weights & Biases experiments, including listing pro…
— ○ ⏳ — — — — — —
53073
wdm0006
MCP server offering text analysis tools for writing improvement, including spel…
— ○ ⏳ — N/A N/A — — —
53074 — ○ ⏳ — N/A N/A — 95 —
53075
wouter-bon
A standalone MCP server for managing SSL/TLS certificates across FortiGate, Win…
— ○ ⏳ — — — — — —
53076
illancillotto
A safe MCP server for WordPress staging that enables reading content, creating …
— ○ ⏳ — N/A N/A — — —
53077
cpretzinger
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
— ○ ⏳ — — — — 81 —
53078 — ○ ⏳ — N/A N/A — 95 —
53079
jrejaud
op-mcp Claim
Enables interaction with 1Password vaults and items via the op CLI, supporting …
— ○ ⏳ — N/A N/A — — —
53080
LPSignals
LPSignal Claim
Uniswap/PancakeSwap/Aerodrome LP pools and price ranges ranked by net APR after…
— ○ ⏳ — — — — — —
53081
alcastaro
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.1…
— ○ ⏳ — N/A N/A — — —
53082
wonderwhy-er
Execute terminal commands and manage files with diff editing capabilities. Codi…
— ○ ⏳ — N/A N/A — 95 —
53083
askgina
Swap, transfer and manage liquidity positions from your Ask Gina wallet. Moves …
— ○ ⏳ — — — — — —
53084
Keesan12
Martin Loop Claim
Governed MCP server for AI coding agents with budgets, verifier gates, and insp…
— ○ ⏳ — N/A N/A — — —
53085
Cyreslab-AI
A Model Context Protocol (MCP) server for accessing the CIRCL CVE SEARCH API, p…
— ○ ⏳ — — — — — —
53086
shunshiai2026-s9as
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
— ○ ⏳ — — — — 81 —
53087
ascendkit Claim 1
Auth, email, journeys, surveys, webhooks, and analytics for SaaS in one project…
— ○ — N/A N/A — 81 —
53088
Purple-Horizons
A self-hosted Sanity MCP server with full CRUD, atomic transactions, reference …
— ○ ⏳ — — — — — —
53089
rodgco
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
— ○ ⏳ — — — — — —
53090
spacemandomains
Real-time surf, weather, trail status, volcano, ocean safety, and restaurants f…
— ○ ⏳ — — — — — —
53091
Rumblingb
search for best places to rent
— ○ ⏳ — — — — — —
53092
Delego-Dev
delego Claim
Intent-bound action authorization for AI agents: policy, human approval, and a …
— ○ ⏳ — N/A N/A — — —
53093
Vanszs
Enables automated generation and publishing of TikTok Shop Affiliate videos usi…
— ○ ⏳ — — — — — —
53094
CSOAI-ORG
MCP server wrapping the UK aquaculture regulatory stack — CEFAS Fish Health Ins…
— ○ ⏳ — N/A N/A — — —
53095
isco-tec
Official MCP server for Scorezilla (leaderboards for games). Your AI coding ass…
— ○ ⏳ — — — — — —
53096
lzientek
mcp-wait Claim
A minimal MCP server that lets AI agents pause for a specified duration before …
— ○ ⏳ — — — — — —
53097
Pyda-AI
A stateless FastMCP server that enables interaction with multiple Sentry instan…
— ○ ⏳ — — — — 81 —
53098
canbolayir
Enables Claude to fully manage self-hosted Supabase instances, covering authent…
— ○ ⏳ — N/A N/A — — —
53099
P0lar1zzZ
Ombre Brain Claim
A long-term emotional memory system for Claude, enabling persistent, cross-conv…
— ○ ⏳ — — — — 95 —
53100
dbuxton
Enables AI agents to edit Google Docs via text anchors rather than character in…
— ○ ⏳ — N/A N/A — — —
Showing 53051–53100 of 69182 servers