MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66801
1000ml-io
Enables local browser automation using Stagehand without cloud services. Suppor…
N/A N/A
66802
lologocrm
Enables building ChatGPT apps with custom UI widgets via a minimal Node.js MCP …
66803
stumpyfr
Exposes ActivitySmith notifications and live activity tools.
N/A N/A
66804
bcharleson
prospeo-cli Claim
MCP server for the Prospeo API that provides person and company enrichment and …
66805
alexruco
caveman-mcp Claim
MCP server that compresses markdown files into caveman-style prose, cutting tok…
N/A N/A
66806
david-choi-querypie
Say Hello Claim
Greet people by name with a friendly, personalized message. Make interactions w…
N/A N/A 95
66807
arashbehmand
learners-mcp Claim
Turns any source material into a guided learning experience with learning maps,…
N/A N/A
66808
mcp-agents
An MCP server for generating dad jokes based on a given topic, with support for…
66809
David-Felipe-Trejos
Enables CRUD and analytical operations on a SQLite inventory database, includin…
N/A N/A
66810
lotharschulz
A simple MCP server that integrates Rust functions via WebAssembly, enabling op…
N/A N/A
66811
panda-studio-dev
Enables AI assistants to perform Japanese invoice and tax calculations, includi…
66812
mormubis
MCP server for ProjectionLab — export, snapshot, and restore your financial pla…
N/A N/A
66813
swperb
imgcli-mcp Claim
Convert, resize, crop, rotate, filter, and composite images from the command li…
N/A N/A
66814
andri-setiawan
MCP-scopus Claim
Enables AI assistants to search and retrieve real academic papers from Scopus, …
N/A N/A
66815
universal-mcp
This repository contains an implementation of an Miro Universal MCP (Model Cont…
66816
makingendless
Endless Claim 1
MCP server for Endless, an all-in-one platform to collaborate, transform, and c…
N/A N/A 95
66817
xiaobenyang-com
db-map Claim
N/A N/A 95
66818
Amin-Azmoodehh
sentineltm Claim
N/A N/A 95
66819
diptigarg23
Enables semantic search over VTT transcript files using AI-powered structured s…
N/A N/A
66820
Cometdev312
Enables fast real-time web search and access to premium data from trusted sourc…
66821
sandraschi
FastMCP wrapper for Sysinternals CLI tools, enabling system diagnostics like pr…
N/A N/A
66822
fzlzjerry
A read-only MCP server exposing Polymarket's public prediction-market data. Sea…
66823
hopx-mcp Claim 1
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
N/A N/A 81
66824
AiAgentKarl
MCP server giving AI agents access to US political finance data: campaign contr…
66825
andysalvo
Enables agents to assess counterparty risk, token danger, and wallet creditwort…
66826
SoluDevTech
Multi-modal RAG service exposing a REST API and MCP server for document indexin…
66827
RichaG-cyber
Provides six tools including web search, URL fetching, calculator, and note man…
N/A N/A
66828
msaeedsakib
threadr-mcp Claim
An MCP server that provides AI agents with full Reddit API capabilities includi…
N/A N/A
66829
openfate-ai
bazi-mcp Claim
Deterministic Bazi / Four Pillars MCP server with True Solar Time, lunar/solar …
N/A N/A
66830
navid-kianfar
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
66831
Wave-Engineering
A flight recorder for Claude Code that captures tool calls and observations int…
N/A N/A
66832
processedfood
MCP server that fetches and replies to Figma file comments, with filtering and …
N/A N/A
66833
4shil
ytm-mcp Claim
A full-featured YouTube Music MCP server that lets AI assistants control playba…
N/A N/A
66834
dablro12
Provides emergency hotline numbers, restrooms and outdoor safety bells, after-h…
66835
pushtodisplay
cli Claim
Push To Display MCP server send structured content to selected boards on iOS an…
N/A N/A
66836
tairqaldy
Automatically saves and retrieves AI conversation sessions to maintain context …
N/A N/A
66837
ErnestoCobos
Unifies fast on-disk read and search with complete AppleScript writes, behind a…
N/A N/A
66838
Ge-Shun
origin-mcp Claim
Enables AI assistants to control Origin/OriginPro on Windows, including data im…
N/A N/A
66839
datashift-io
Enables AI agents to submit tasks for human or AI review and receive decisions …
66840
Dzendys
fitwiki-mcp Claim
Scrapes course materials, exam variants, and notes from Fit-Wiki, converting th…
66841
howdoiusekeyboard
Enables detection and elimination of AI slop in text, providing tools to analyz…
66842
GWLlosa
This MCP server provides real-time integration between Elite Dangerous and Clau…
N/A N/A
66843
AeonDave
htb-app-mcp Claim
Enables interaction with Hack The Box App services including machines, challeng…
N/A N/A
66844
PancrePal-xiaoyibao
Enables querying Chinese medical information (drugs, diseases, doctors, symptom…
66845
w4sspr
Query UK food hygiene ratings via MCP. Enables searching establishments by name…
66846
gerardbourguett
Enables AI assistants to search, read, and explore thousands of public datasets…
66847
respond-io
Enables seamless integration with Respond.io API for contact management, messag…
66848
amar141989-dev
Readonly PostgreSQL MCP server with SQL guardrails for analytical queries and s…
66849
hpe-networking-lab
Query your Juniper Mist network in natural language directly from Claude Deskto…
N/A N/A
66850
guangxiangdebizi
Enables AI assistants to search and retrieve real-time financial news from Finn…
Showing 66801–66850 of 67181 servers