MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38751
junter1989k-ai
Kuwait payments for AI agents — KNET via Tap Payments. Never holds funds.
38752
pipeworx-io
mcp-espn Claim
ESPN MCP — keyless multi-sport live scores, teams, and news via ESPN's public s…
38753
dazeb
Enables searching and retrieving images from Wikipedia Commons with detailed me…
38754
cairo-pyramids
geo-mcp Claim
UK-specialist MCP server that lets an LLM agent answer location-grounded questi…
81
38755
berntpopp
clingen-link Claim
Enables querying ClinGen curated evidence for gene-disease validity, dosage, ac…
38756
jagypus
signal-mcp Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
N/A N/A
38757
RoninForge
Read-only, zero-key MCP server for point-in-time AI model API prices. Open data…
N/A N/A
38758
subhamyadav580
Connects Claude to GitHub, enabling listing repositories, browsing open pull re…
38759
ry-ops
Enables to perform mathematical calculations, retrieve weather information, and…
N/A N/A
38760
tuongbeo
MCP server for Atlassian Confluence and Jira, supporting both Cloud and Server/…
38761
pdeloulay
Flik Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
N/A N/A 95
38762
Ver-zhzh
Enables AI assistants to interact with and manage Minecraft servers through a s…
38763
jaenster
Build MCP servers inside NestJS applications using ordinary controllers with de…
38764
DHawks
Mercury Creative WriterTransform your creative writing with intelligent archety…
N/A N/A 95
38765
isteamhq
MCP server for LinkedIn that enables AI agents to post, comment, like, and mana…
38766
gkcogz
1trippulse Claim
1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
N/A N/A 95
38767
falconry
A Python MCP server using the Falcon web framework, providing Streamable HTTP t…
38768
olasupoolalekanazeez222
agrictech-ai Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
N/A N/A 95
38769
markview
markview Claim
Native macOS markdown previewer with MCP server for Claude Code. Lets AI assist…
81
38770
maple-awa
A Model Context Protocol server exposing 58 online tools (crypto, data, image, …
N/A N/A
38771
selamy-labs
A read-only MCP server for querying telemetry data from configurable backends. …
38772
bitofacoder
All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. A…
N/A N/A
38773
Abdulrahman84
hadith-mcp Claim
An MCP server for retrieving hadith text and metadata from auditable sources, p…
N/A N/A
38774
ScottPierce
Fetches web content, converts HTML to Markdown, and processes it with Claude AI…
N/A N/A
38775
KrithikVishal
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
N/A N/A
38776
flin-agency
Enables users to read and analyze their own LinkedIn posts and shares using OAu…
N/A N/A
38777
liortesta
Enables AI agents to interact with a TikTok-style social video platform, includ…
38778
qorenext-IT
qorenext-mcp Claim
Company hierarchy analysis and address verification via MCP
38779
lonchdigital
Full-cycle SEO automation for AI agents: technical audits, SEO articles, machin…
38780
integsec
turbopentest Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
N/A N/A 83
38781
blueskylineassets
Agent observability: structured logging, cost tracking, and compliance audit tr…
N/A N/A 83
38782
aria-agentworks
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
81
38783
ironclawdevs27
argus Claim
Automated web QA via Chrome DevTools MCP — JS, a11y, security, visual, env diff…
N/A N/A
38784
Hobbydefiningdoctory
capman-mcp Claim
Exposes capman capability manifests as typed, governed MCP tools for use with C…
N/A N/A
38785
vannet
aNotepad Claim
AI access to your aNotepad online notes: read, search, write, and organize via …
38786
conred-lin
MCP server that wraps Jiandaoyun (简道云) form operations, providing 9 tools for a…
38787
amurshak
An MCP server that enables managing podcasts through the Podbean API via natura…
38788
QuentinCody
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
38789
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
38790
DebtStack.ai Claim 1
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
N/A N/A 81
38791
LareLabs
Refinery MCP Claim
Clean raw HTML into LLM-ready text before agents spend tokens.
N/A N/A
38792
moorjani-ajay
pointless Claim
Self-hosted presentation tool that lets LLMs create and publish interactive HTM…
38793
MathAndMagic
bridgeapp Claim
BridgeApp workspace over MCP: tasks, chats, threads, pages, and projects.
38794
remoas
Generate professional App Store screenshots by matching any top app's style.
N/A N/A 83
38795
5656565566
Enables reading and analyzing CodeFactor repository issue pages, providing norm…
38796
ClicheFactory
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, an…
N/A N/A
38797
Agent-Hellboy
PyMCP Kit Claim
A capability-first MCP server toolkit for FastAPI that supports Streamable HTTP…
N/A N/A
38798
gingugu
gingugu Claim
Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tool…
N/A N/A
38799
pipeworx-io
AI Incident Database (AIID) MCP
38800
Vertisky
Free unit & live currency conversion tools from toolalize.com (convert_units, c…
Showing 38751–38800 of 66549 servers
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