MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29804
Scored
2112
Verified
16953
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55851
HikmetCTK
A powerful MCP server that helps you discover relevant repositories from your o…
N/A N/A
55852
danielma-tic
Enables form management, response handling, and analytics through the Fillout.i…
81
55853
lwjjike
Standardizes front-end JavaScript reverse engineering workflows by providing to…
N/A N/A
55854
Directory of US clearinghouse/payer APIs (Availity, Optum, Waystar) with pricin…
67
55855
Tomi2k
A production-ready, fully anonymized Model Context Protocol (MCP) server for Ti…
55856
sandraschi
PlexMCP Claim
An MCP server for Plex Media Server that enables natural language interaction w…
55857
pavecer
Connects Microsoft Copilot Studio to ServiceNow Service Catalog, enabling users…
55858
UNTAG-LAB
litejira-mcp Claim
A client-side MCP server that enables AI assistants to interact with the LiteJi…
55859
frontendRicky
PingCode MCP Claim
Enables natural language reading and management of PingCode project work items …
55860
horizondatawave
Find and research people across LinkedIn, Instagram, and the open web. Search w…
N/A N/A 95
55861
confident-ai
Confident AI Claim
Connects AI-powered tools to the Confident AI platform for evaluating, observin…
55862
doohinkus
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
N/A N/A
55863
HaiNick
Remote MCP server for web scraping with anti-bot evasion. Provides stealth HTTP…
55864
cognis-digital
Runtime agent firewall for PII redaction, rate limits, and policy enforcement, …
N/A N/A
55865
cognis-digital
aegis Claim
MCP server for auditing AI agent permissions and access by scanning for the tri…
N/A N/A
55866
Xvvln
PDF Reader Claim
MCP server for extracting text, images, tables, links, annotations, and metadat…
N/A N/A
55867
cognis-digital
skillhub Claim
Enables AI agents to scan codebases for TODO/FIXME/XXX patterns and get priorit…
N/A N/A
55868
randomchips
random-agent Claim
Enables multi-worker autonomous agent orchestration: decompose complex tasks, r…
N/A N/A
55869
fzlzjerry
A read-only MCP server exposing Polymarket's public prediction-market data. Sea…
55870
joinmassive
Gives AI agents real-time web access with JS rendering, captcha solving, and ge…
55871
Pedro-Roger
upsprint-mcp Claim
Enables AI models to interact with the Upsprints API for managing users, compan…
N/A N/A
55872
gabcoyne
An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
N/A N/A
55873
dreamrec
TDPilot Claim
An MCP server for TouchDesigner that lets AI agents inspect, build, wire, optim…
N/A N/A
55874
souravch
Enables AI-controlled management of Apache Beam data pipelines across different…
55875
As-The-Geek-Learns
Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
N/A N/A 83
55876
pipeworx-io
Enables queries about global taxonomic data, including scientific name matching…
55877
Almega Claim 1
The immutable delegation frame for AI agents: gate any sensitive action, human-…
N/A N/A 61
55878
prashantaxapta
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
N/A N/A 95
55879
meimakes
Enables AI assistants to interact with your personal Amazon cart through browse…
N/A N/A
55880
clauxel
A paid remote MCP for OpenAI Codex agent coordination MCP, built to return verd…
55881
Leads of businesses that just legally need commercial insurance: new FMCSA auth…
67
55882
DoubleH10
zatca-mcp Claim
An AI-native MCP server for Saudi e-invoicing that generates ZATCA-compliant in…
55883
dsvantien
A Model Context Protocol (MCP) server providing access to NetSuite data through…
N/A N/A
55884
myaitoken
myai-mcp Claim
Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, …
N/A N/A
55885
FYTJ
An MCP server that exposes LLDB debugging capabilities, enabling AI-assisted in…
N/A N/A
55886
pathrule
mcp Claim
AI coding context for Claude Code, Cursor, and Codex. Path-scoped team memories…
55887
elgatosf
Bridges AI assistants with Elgato apps via IPC, enabling dynamic tool discovery…
N/A N/A
55888
SShadowS
MCP server for AL Object ID management in Microsoft Dynamics 365 Business Centr…
N/A N/A
55889
Vee3io
Vee3 Claim
Vee3 connects coding agents to a hosted catalog of live data and action tools t…
55890
vahagn-madatyan
MCP server for managing Juniper Mist networks with AI assistants. Monitor, trou…
55891
yashkapoor43-gif
drishti Claim
Indian media intelligence — bilingual sentiment, Tier 1 credibility, story clus…
55892
iamseyhmus7
Analyzes software projects to extract architecture, build dependency graphs, an…
N/A N/A
55893
rexchoppers
tractive-mcp Claim
Enables AI assistants to query your pet's location, tracker status, position hi…
55894
NoBanks
MCP server for Housecall Pro, providing 5 tools for AI agents to register custo…
55895
JumenEngels
Enables interaction with SAP Analytics Cloud through an MCP server, exposing 90…
N/A N/A
55896
JoyciAkira
Memento Claim
Memento is a local-first, open-source MCP middleware that gives AI agents persi…
N/A N/A
55897
Ranch-Hand-Robotics
A Model Context Protocol server for ROS 2, enabling AI assistants to introspect…
N/A N/A
55898
fhyxz1
A unified MCP server for scaffolding project structures across multiple framewo…
N/A N/A
55899
holiday-forever
Show holiday photos from Vercel Blob inline in Claude chats.
55900
buvaneswaraneb
A secure, read-only MCP server that empowers Claude Desktop and AI agents to sa…
N/A N/A
Showing 55851–55900 of 57160 servers