MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48851
opastorello
Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos p…
— ○ ⏳ — — — — — —
48852
Githubredminote105g
AETHER_01 Claim
Enables AI agents to perform extensive Windows system administration, file oper…
— ○ ⏳ — N/A N/A — — —
48853
uysalserkan
Enables interaction with Google Cloud Storage buckets and blobs through an MCP …
— ○ ⏳ — — — — — —
48854
ASHITA2005
Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
— ○ ⏳ — — — — — —
48855
simonblanco
kanban Claim
— ○ ⏳ — N/A N/A — 95 —
48856
universal-mcp
Enables interaction with Braze customer engagement platform through a standardi…
— ○ ⏳ — — — — — —
48857 — ○ ⏳ — N/A N/A — 95 —
48858
Ross-C
Ross MCP Claim
Personal life admin MCP server that manages Apple Reminders from any Claude ses…
— ○ ⏳ — N/A N/A — — —
48859
omermaksutii
mnemo Claim
Persistent memory for Claude Code. Your AI never starts from scratch again.
— ○ ⏳ — N/A N/A — — —
48860
olaservo
A TypeScript MCP server delivering a vendored 'dangerous skills' corpus and adv…
— ○ ⏳ — — — — — —
48861
septract
An MCP server that wraps Aristotle's automated theorem prover for Lean 4, allow…
— ○ ⏳ — N/A N/A — — —
48862
Terrabase-in
terrabase Claim
LLM-assisted, safety-gated Postgres migrations exposed as an MCP server, using …
— ○ ⏳ — N/A N/A — — —
48863
darrellathaya
MCP server for manufacturing defect investigation using knowledge graphs and gr…
— ○ ⏳ — N/A N/A — — —
48864
harshpreet931
Provides a time_now tool to retrieve the current time, enabling time-sensitive …
— ○ ⏳ — — — — — —
48865
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
— ○ ⏳ — N/A N/A — — —
48866
EremesNG
Thoth-Mem Claim
Persistent memory for AI coding agents, storing learned architecture decisions,…
— ○ ⏳ — N/A N/A — — —
48867
SantosSjba
Enables AI assistants to write and execute C# code directly inside Autodesk Civ…
— ○ ⏳ — N/A N/A — — —
48868
dpaula
A secure MCP server that exposes local repository context to ChatGPT/Codex with…
— ○ ⏳ — N/A N/A — — —
48869
HoareLea
revit-mcp Claim
Enables AI to interact with Revit via MCP, allowing data retrieval and element …
— ○ ⏳ — N/A N/A — — —
48870
mh8974
Manage your Railway.app infrastructure effortlessly. Deploy services, manage va…
— ○ ⏳ — N/A N/A — 95 —
48871
idleprocesscc
A local MCP server that gives Claude a durable reading room for EPUB and plain …
— ○ ⏳ — — — — — —
48872
Tokisaki-Galaxy
A multi-source academic bibliography search server that retrieves papers from 7…
— ○ ⏳ — — — — — —
48873
Kicey
jdtls-mcp Claim
Wraps the Eclipse JDT Language Server to enable AI assistants to understand Jav…
— ○ ⏳ — N/A N/A — — —
48874
asgard-ai-platform
Read-only MCP server for buy123 vendor portal, enabling AI assistants to query …
— ○ ⏳ — N/A N/A — — —
48875
Greenmint-labs
Enables automated CAD operations via natural language, supporting both AutoCAD …
— ○ ⏳ — — — — 81 —
48876
yugmatech
An MCP server that enables AI assistants to interact with Odoo ERP, allowing na…
— ○ ⏳ — — — — — —
48877
Synvoya
Cerebro MCP Claim
Enables non-coders to build software by describing ideas in natural language, o…
— ○ ⏳ — N/A N/A — — —
48878
yoelbassin
gnuradioMCP Claim 1
An MCP server for GNU Radio that enables LLMs to autonomously create and modify…
— ○ ⏳ — N/A N/A — 95 —
48879
amgconclave
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
— ○ ⏳ — N/A N/A — — —
48880
88plug
Controls a Linux host through structured interfaces like systemd, journald, and…
— ○ ⏳ — N/A N/A — — —
48881
tjameswilliams
Local speech-to-text transcription using Microsoft's VibeVoice-ASR model with s…
— ○ ⏳ — N/A N/A — — —
48882
janwilmake
x-crm Claim
— ○ ⏳ — N/A N/A — 95 —
48883
archivist-gg
archivist Claim
Provides read-only SRD lookup and deterministic enrichment tools for D&D 5e con…
— ○ ⏳ — N/A N/A — — —
48884
Fusingchart
Searches US colleges and scholarships using government data, enabling compariso…
— ○ ⏳ — — — — — —
48885
kWAYTV
weather Claim
Provides weather information for any city through the Model Context Protocol.
— ○ ⏳ — — — — — —
48886
stembisohlebela
powerbi-mcpb Claim
MCP Bundle for local Power BI report files, enabling scanning, reading, and ext…
— ○ ⏳ — N/A N/A — — —
48887
danishashko
FRED economic data: GDP, inflation, unemployment, rates, and 800k+ Federal Rese…
— ○ ⏳ — N/A N/A — — —
48888
james-sib
Verifly Claim
Email verification for AI agents — verify, clean & validate emails; self-onboar…
— ○ ⏳ — — — — — —
48889
dennisonbertram
A comprehensive MCP server for secure Ledger hardware wallet integration with E…
— ○ ⏳ — N/A N/A — — —
48890
KK9457
czxs5 Claim
— ○ ⏳ — N/A N/A — 95 —
48891
isatimur
The diagram-quality layer for AI agents — an opinionated Excalidraw methodology…
— ○ ⏳ — N/A N/A — — —
48892
mcpflow
MCP server for managing Netlify sites, enabling operations such as creating sit…
— ○ ⏳ — — — — — —
48893
softdevfz
Cucutime Claim
Generates personalized children's song ideas (title, style, character, chorus, …
— ○ ⏳ — — — — — —
48894
fofapro
mcp_fofa Claim
hacked by abc
— ○ ⏳ — N/A N/A — 95 —
48895
zachshallbetter
Transforms Adobe InDesign into an AI-powered design automation platform with 13…
— ○ ⏳ — N/A N/A — — —
48896
Zetetic-Dhruv
witness-mcp Claim
Enables to interact with job application workflows through MCP, allowing users …
— ○ ⏳ — N/A N/A — — —
48897
ukanwat
Manage posts, channels, organizations, and ideas through any MCP-compatible LLM…
— ○ ⏳ — — — — — —
48898
imyashkale
A simple memory storage server for Claude using the Model Context Protocol (MCP…
— ○ ⏳ — N/A N/A — — —
48899
twkim1122
Enables AI assistants to query, calculate, and benchmark AWS Partner Polaris tr…
— ○ ⏳ — N/A N/A — — —
48900
derekbar90
zenhub-mcp Claim
Provides full access to the ZenHub GraphQL API. Enables project management oper…
— ○ ⏳ — — — — — —
Showing 48851–48900 of 69224 servers
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