MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58601
NathanielDaniels
Enables querying WHOOP biometric data (recovery, strain, sleep, workouts, heart…
58602
xiaobenyang-com
db-map Claim
N/A N/A 95
58603
Amin-Azmoodehh
sentineltm Claim
N/A N/A 95
58604
jupiterspins
Make a finished AI song with real vocals from a brief, or search and stream Sta…
58605
SoluDevTech
Multi-modal RAG service exposing a REST API and MCP server for document indexin…
58606
AiAgentKarl
MCP server giving AI agents access to US political finance data: campaign contr…
58607
fzlzjerry
A read-only MCP server exposing Polymarket's public prediction-market data. Sea…
58608
sandraschi
FastMCP wrapper for Sysinternals CLI tools, enabling system diagnostics like pr…
N/A N/A
58609
msaeedsakib
threadr-mcp Claim
An MCP server that provides AI agents with full Reddit API capabilities includi…
N/A N/A
58610
RichaG-cyber
Provides six tools including web search, URL fetching, calculator, and note man…
N/A N/A
58611
diptigarg23
Enables semantic search over VTT transcript files using AI-powered structured s…
N/A N/A
58612
RafaelC457ro
MCP server for semantic code search and dependency graph analysis. Indexes code…
N/A N/A
58613
shanevcantwell
Embedding space analysis toolkit that measures semantic drift, traces trajector…
N/A N/A
58614
andysalvo
Enables agents to assess counterparty risk, token danger, and wallet creditwort…
58615
Cometdev312
Enables fast real-time web search and access to premium data from trusted sourc…
58616
brandonqr
skillsh-mcp Claim
MCP server for searching and managing AI agent skills from skills.sh, including…
58617
MuzikayiseKhuzwayo
dubstrata Claim
Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research…
N/A N/A 83
58618
Outlook Claim 2
Outlook integration with OAuth, message search, batch operations, and calendar …
N/A N/A 61
58619
UnwrittenMedia
A Cloudflare Workers-based MCP server that allows users to deploy and customize…
N/A N/A 95
58620
4shil
ytm-mcp Claim
A full-featured YouTube Music MCP server that lets AI assistants control playba…
N/A N/A
58621
stellarcompiler
mysql-mcp Claim
Provides safe read, insert, and update operations on MySQL databases with guard…
58622
navid-kianfar
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
58623
openfate-ai
bazi-mcp Claim
Deterministic Bazi / Four Pillars MCP server with True Solar Time, lunar/solar …
N/A N/A
58624
Wave-Engineering
A flight recorder for Claude Code that captures tool calls and observations int…
N/A N/A
58625
Dzendys
fitwiki-mcp Claim
Scrapes course materials, exam variants, and notes from Fit-Wiki, converting th…
58626
howdoiusekeyboard
Enables detection and elimination of AI slop in text, providing tools to analyz…
58627
divineapi
Official MCP server for Western Astrology by Divine API. 53 tools covering Nata…
N/A N/A 95
58628
justinleeirizarry
Enables AI coding assistants to test web accessibility by scanning URLs, detect…
N/A N/A
58629
Zhong-y-j
Agent-Cortex Claim
An OpenAPI-driven MCP agent hub that dynamically generates MCP tools from Swagg…
58630
dablro12
Provides emergency hotline numbers, restrooms and outdoor safety bells, after-h…
58631
pushtodisplay
cli Claim
Push To Display MCP server send structured content to selected boards on iOS an…
N/A N/A
58632
Ge-Shun
origin-mcp Claim
Enables AI assistants to control Origin/OriginPro on Windows, including data im…
N/A N/A
58633
tairqaldy
Automatically saves and retrieves AI conversation sessions to maintain context …
N/A N/A
58634
ErnestoCobos
Unifies fast on-disk read and search with complete AppleScript writes, behind a…
N/A N/A
58635
datashift-io
Enables AI agents to submit tasks for human or AI review and receive decisions …
58636
amar141989-dev
Readonly PostgreSQL MCP server with SQL guardrails for analytical queries and s…
58637
guangxiangdebizi
Enables AI assistants to search and retrieve real-time financial news from Finn…
58638
hpe-networking-lab
Query your Juniper Mist network in natural language directly from Claude Deskto…
N/A N/A
58639
satohubai
Search scored onchain-agent tooling: frameworks, MCP servers, wallets, x402 rai…
58640
w4sspr
Query UK food hygiene ratings via MCP. Enables searching establishments by name…
58641
respond-io
Enables seamless integration with Respond.io API for contact management, messag…
58642
GWLlosa
This MCP server provides real-time integration between Elite Dangerous and Clau…
N/A N/A
58643
gerardbourguett
Enables AI assistants to search, read, and explore thousands of public datasets…
58644
AeonDave
htb-app-mcp Claim
Enables interaction with Hack The Box App services including machines, challeng…
N/A N/A
58645
PancrePal-xiaoyibao
Enables querying Chinese medical information (drugs, diseases, doctors, symptom…
58646
coreyhines
opnsense-mcp Claim
OPNsense firewall operations via API. Query ARP, DHCP, firewall rules, logs, in…
58647
JerBouma
200+ transparent financial metrics calculated from raw statements, not third-pa…
58648
draugr-dev
Draugr Claim
Security scanning for AI agents: SAST, SCA, secrets, IaC, DAST, ranked by real …
N/A N/A
58649
archoor
AI-analyzed startup & product opportunities mined from Reddit, Hacker News, Pro…
58650
Thammasok
sample-mcp Claim
A sample MCP server built with Node.js and TypeScript, demonstrating the three …
N/A N/A
Showing 58601–58650 of 67286 servers