MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37751
jr551
zai Claim
— ○ ⏳ — N/A N/A — 95 —
37752
butterbase
Butterbase Claim
Full-stack backend platform MCP — provision apps, manage databases, deploy func…
— ○ ⏳ — — — — 81 —
37753
MCP-Mirror
Performs vulnerability scans using Trivy to generate Software Bill of Materials…
— ○ ⏳ — N/A N/A — 95 —
37754
KilianSen
Human-in-the-loop MCP hub for Claude Code agents, enabling agents to ask questi…
— ○ ⏳ — — — — — —
37755
unknownsorcerer007
Pulse Claim
Enables AI agents to communicate directly through a mesh network, supporting gr…
— ○ ⏳ — — — — — —
37756
omermaksutii
mnemo Claim
Persistent memory for Claude Code. Your AI never starts from scratch again.
— ○ ⏳ — N/A N/A — — —
37757
simonblanco
kanban Claim
— ○ ⏳ — N/A N/A — 95 —
37758
ASHITA2005
Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
— ○ ⏳ — — — — — —
37759
Githubredminote105g
AETHER_01 Claim
Enables AI agents to perform extensive Windows system administration, file oper…
— ○ ⏳ — N/A N/A — — —
37760
opastorello
Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos p…
— ○ ⏳ — — — — — —
37761
septract
An MCP server that wraps Aristotle's automated theorem prover for Lean 4, allow…
— ○ ⏳ — N/A N/A — — —
37762
Terrabase-in
terrabase Claim
LLM-assisted, safety-gated Postgres migrations exposed as an MCP server, using …
— ○ ⏳ — N/A N/A — — —
37763
uysalserkan
Enables interaction with Google Cloud Storage buckets and blobs through an MCP …
— ○ ⏳ — — — — — —
37764 — ○ ⏳ — N/A N/A — 95 —
37765
universal-mcp
Enables interaction with Braze customer engagement platform through a standardi…
— ○ ⏳ — — — — — —
37766
Ross-C
Ross MCP Claim
Personal life admin MCP server that manages Apple Reminders from any Claude ses…
— ○ ⏳ — N/A N/A — — —
37767
darrellathaya
MCP server for manufacturing defect investigation using knowledge graphs and gr…
— ○ ⏳ — N/A N/A — — —
37768
olaservo
A TypeScript MCP server delivering a vendored 'dangerous skills' corpus and adv…
— ○ ⏳ — — — — — —
37769
SantosSjba
Enables AI assistants to write and execute C# code directly inside Autodesk Civ…
— ○ ⏳ — N/A N/A — — —
37770
SEKeener
airtreks-mcp Claim
Multi-city flight routing intelligence — plan RTW trips, validate alliances, ge…
— ○ ⏳ — N/A N/A — — —
37771
dpaula
A secure MCP server that exposes local repository context to ChatGPT/Codex with…
— ○ ⏳ — N/A N/A — — —
37772
EremesNG
Thoth-Mem Claim
Persistent memory for AI coding agents, storing learned architecture decisions,…
— ○ ⏳ — N/A N/A — — —
37773
helbertparanhos
Post for Me MCP server with 27 typed tools to publish, schedule, edit, delete a…
— ○ ⏳ — — — — — —
37774
molpass
mcp-bible Claim
MCP server for Bible study, providing multi-version verse lookup, keyword/seman…
— ○ ⏳ — N/A N/A — — —
37775
Type-zero-labs
actual-mcp Claim
Enables agents to read and edit budgets in Actual Budget via natural language, …
— ○ ⏳ — — — — — —
37776
matt-harding
mcp-server Claim
AI-powered household inventory — query everything you own via natural language
— ○ ⏳ — N/A N/A — 95 —
37777
Trusty-Squire
Trusty Squire signs up / in to websites for you so you don’t have to.
— ○ ⏳ — N/A N/A — — —
37778
telnturtle
trello-mcp Claim
Local stdio-based Trello MCP server that enables interacting with Trello boards…
— ○ ⏳ — N/A N/A — — —
37779
microqueryhq
MCP server to ask research questions about real-world datasets and get actual d…
— ○ ⏳ — — — — 81 —
37780
obrien-matthew
mcp-plex Claim
MCP server for Plex Media Server, focused on media discovery, search, library m…
— ○ ⏳ — — — — — —
37781
1021143806
Enables interaction with NapCat QQ bot APIs for group management, messaging, an…
— ○ ⏳ — — — — — —
37782
ignytehq
plunk-mcp Claim
A Model Context Protocol server for Plunk, the open-source self-hosted email pl…
— ○ ⏳ — — — — — —
37783
seeincodes
Enables AI agents to search, price, order, and monitor satellite imagery from t…
— ○ ⏳ — — — — — —
37784
IvanMurzak
Open-source, engine-agnostic MCP server shared by Unity-MCP, Godot-MCP, and Unr…
— ○ ⏳ — N/A N/A — — —
37785
gagandeeppra
MCP server for querying logs from observability platforms with unified search a…
— ○ ⏳ — N/A N/A — 83 —
37786
LEEHEEWON123
Enables gift recommendations via Naver Shopping and nearby pickup store search …
— ○ ⏳ — — — — — —
37787
edarrington
gmail-mcp Claim
Enables Gmail integration with Claude Code for reading, sending, searching emai…
— ○ ⏳ — — — — — —
37788
Ahsansabir143
Enables Claude to monitor and execute Binance trading strategies through a boun…
— ○ ⏳ — — — — — —
37789
amekala
MCP server for managing and analyzing Amazon Advertising data through natural l…
— ○ ⏳ — — — — — —
37790
crclabs-hq
gatetest Claim
120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and h…
— ○ ⏳ — N/A N/A — — —
37791
Elizabeth1979
An accessibility expert MCP server that provides AI coding assistants with real…
— ○ ⏳ — N/A N/A — — —
37792
tommyjin2894
mcp-service Claim
A 3-tier relay service that serves MCP tools via WebSocket, including calculato…
— ○ ⏳ — — — — — —
37793
Sushank05
mcp-doorman Claim
A drop-in proxy that guards MCP servers with policy enforcement, secret redacti…
— ○ ⏳ — N/A N/A — — —
37794
tblakex01
A comprehensive MCP server that provides system troubleshooting and diagnostic …
— ○ ⏳ — N/A N/A — — —
37795
jramnara
test-sky-map Claim
— ○ ⏳ — N/A N/A — 95 —
37796
microcmsio
Provides access to microCMS documentation, enabling AI assistants to search and…
— ○ ⏳ — — — — — —
37797
stackblaze
cql-mcp Claim
Enables interaction with Cassandra/Scylla databases via CQL, supporting read-on…
— ○ ⏳ — — — — — —
37798
FujishigeTemma
An MCP server that provides access to Semantic Scholar's academic paper databas…
— ○ ⏳ — — — — — —
37799
chameleonscool
A multi-modal user intent collection MCP server that allows AI agents to ask us…
— ○ ⏳ — — — — — —
37800
jiangyj545
Provides free Chinese A-share stock data including real-time quotes, historical…
— ○ ⏳ — — — — — —
Showing 37751–37800 of 69419 servers
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