MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56151
flores-ac
Provides structured external memory for AI assistants, enabling persistent cont…
N/A N/A
56152
OndrejLapes
Gretl MCP Claim
Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.
N/A N/A
56153
yama662607
inbox-mcp Claim
A privacy-first MCP server for inbox triage, enabling masked email reading, cal…
N/A N/A
56154
QVerisAI
Capability routing network for AI agents to discover, inspect, and call 10,000+…
56155
jclement
Multi-user wrapper around Microsoft's Azure DevOps MCP server, enabling AI agen…
56156
CSOAI-ORG
AI-powered test case generator ai MCP server for agents. Supports generate test…
N/A N/A
56157
SanthaKumar-K-2004
32 MCP tools for job search, resume analysis, matching, alerts, and exports usi…
N/A N/A
56158
samabdelkhalek-code
Create German invoices (§14 UStG) via Claude or any MCP-compatible AI by descri…
56159
singhhkunttall
trae123 Claim
N/A N/A 95
56160
fouldomain
Foul Domain Claim
Search 36,000+ analyzed Phish tracks. Find the best jams, shows, and song vers…
81
56161
christopherwxyz
remix-mcp Claim
A Rust MCP server that enables AI assistants to control Ableton Live via OSC, o…
N/A N/A
56162
SamuelBrudner
Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…
56163
cardmagic
reminders Claim
Enables fuzzy search, creation, and management of Apple Reminders via CLI or MC…
N/A N/A
56164
nerdydata
mcp Claim
Search websites by source code, technology stack, analyze domains, and download…
N/A N/A 83
56165
Kyrnepi
MCP server for controlling PowerExchange/Fancy Control devices via HTTP. Provid…
56166
IBM
Enables AI agents to securely interact with IBM OpenPages GRC platform through …
N/A N/A
56167
neoai-agent
rds-mcp Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
56168
jonybur-oc
mcp-server Claim
stories.yaml — an open specification for software requirements, enforced by CI.
N/A N/A
56169
bitcompare
mcp-server Claim
Crypto yield data for AI agents: lending, savings, staking, borrowing & stablec…
56170
BenBoBenBo
An MCP server with real AI capabilities (OpenAI/Anthropic) for natural language…
N/A N/A
56171
jgkme
MCP server for generating, editing, and processing images via multiple provider…
56172
MCP-Mirror
Enables complete Slack integration through natural language in Cursor IDE, supp…
81
56173
trionnemesis
教育資源導航 MCP,可透過 TWCampus 目錄路由至台灣官方教育平台,即時搜尋與讀取公開學習資源。
56174
Zeke-777
A Word document processing MCP server that exposes a single tool (docx_process)…
N/A N/A
56175
knownothing20
Enables AI agents to remotely read/write files and execute commands on Linux se…
56176
egargale
An MCP proxy server that enriches Longbridge's financial API with UI-enhanced t…
56177
panxiande
A Model Context Protocol server for RSSHub that enables AI assistants to access…
N/A N/A
56178
stanley17112000-1yps
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
81
56179
DarrenZal
Otter MCP Claim
Enables AI assistants to search and retrieve meeting transcripts from Otter.ai,…
N/A N/A
56180
hiroshic9-png
transcode Claim
Japan market intelligence — 22 MCP tools, 10 government/exchange data sources
N/A N/A
56181
ag2-mcp-servers
jellyfin-api Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
56182
c0x12c
@uselink/mcp Claim
MCP server to publish HTML/Markdown docs, upload assets, and reply to stakehold…
56183
forgesworn
402-mcp Claim
AI agents discover, pay for, and consume any Lightning-gated API autonomously
N/A N/A 95
56184
found402
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
81
56185
pipeworx-io
mcp-figshare Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
56186
directus
Enables Directus users to interact with their data in LLMs, allowing content ed…
56187
marius-cetanas
An MCP server for Apple Mail that enables Claude to read, search, manage, and c…
N/A N/A
56188
RobertRigCollective
A proxy server that standardizes access to the Congress.gov API by automaticall…
N/A N/A 95
56189
faithabiodun
MCP server for managing verifiable LangGraph agent state on Walrus, enabling ex…
56190
colinfrisch
Enables AI assistants to access Strava running data, route planning, and weathe…
N/A N/A
56191
hosanxiv
KiasuMiles Claim
MCP server that recommends the best credit card for miles based on your card st…
N/A N/A
56192
isaamthalhath07
forsale-mcp Claim
Exposes Kuwait's 4Sale marketplace to LLM agents through 62 tools for searching…
56193
RosenAdvertising
MCP server for Bill4Time providing API coverage for legal billing and time trac…
N/A N/A
56194
bioanywhere
Connects AI assistants to GitLab projects, enabling users to query merge reques…
81
56195
Paul-Orlando
Enables AI agents to search a Pinecone knowledge base of 4,128 ArXiv research p…
56196
Ppp111ppp111
Enables creditworthiness analysis for non-traditional borrowers using rule-base…
56197
falconaipro
Enables MCP hosts like Claude and Cursor to query Polymarket data via Falcon AI…
56198
SpartanLabsXyz
Simmer Claim
Trade prediction markets with AI agents — skill discovery, autoresearch, and ex…
N/A N/A
56199
clamp
Clamp Analytics Claim 1
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
81
56200
one710
ComputerMate Claim
Enables AI to control a computer through mouse, keyboard, and screen capture to…
N/A N/A
Showing 56151–56200 of 57160 servers