MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59601
erikgoldhar-0e1o
Unphurl Claim
URL intelligence for AI agents. One URL in, structured security and data qualit…
81
59602
iflow-mcp
Acts as a bridge between AI agents (Claude, Cursor) and 1C:Enterprise databases…
59603
recursive
caliper Claim
Caliper is an MCP server that accepts 3D geometry files and returns structured …
N/A N/A 95
59604
ema-security
Verifies AI agent wallets, domains and manifests before any transaction. Return…
N/A N/A 95
59605
byebyebruce
Renders infographics from DSL syntax into PNG images using AntV Infographic. Su…
59606
gigachadtrey
chatsave Claim
N/A N/A 95
59607
elestirelbilinc-sketch
vap-showcase Claim
AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, bu…
59608
bb4rjfl
Provides personalized weather safety alerts and actions based on location, occu…
59609
eventtrader
EventTrader Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
N/A N/A
59610
tylerwatson-db
Enables AI assistants like Claude to interact with Databricks workspaces throug…
81
59611
loopsketch
mcp-bridge Claim
Enables LLMs to use llama.cpp models via MCP protocol by bridging MCP requests …
N/A N/A
59612
junter1989k-ai
Sweden payments for AI agents — Klarna via Stripe. Never holds funds.
59613
NexaScience
Enables CRUD operations on notes stored in PostgreSQL, with tools to list, crea…
59614
JustParent
Enables low-level interaction with Google Slides API, including template reuse,…
59615
nonameuserd
MCP coding agent with read-only tools and one paid tool for Paybond sandbox int…
N/A N/A
59616
CSOAI-ORG
MEOK Stripe ACP Checkout MCP — ChatGPT shopping bridge. Issues + verifies + sig…
59617
davidalo
serial-mcp Claim
MCP server for serial port communication. Provides tools to open, read, write, …
N/A N/A
59618
GoPlasmatic
orion Claim
Build and operate declarative REST/Kafka services on Orion: 46 tools over the f…
N/A N/A
59619
bernardleex526-png
An incremental validation engine that acts as a pluggable MCP middleware for co…
N/A N/A
59620
davidcrowe
See, price, and control every tool call your AI agents make: policy checks, cos…
59621
CSOAI-ORG
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
N/A N/A
59622
KeithWyatt
Repair or replace? Get device repair costs, local shops, trade-in values.
N/A N/A 95
59623
fastmcp-me
Provides KOSPI/KOSDAQ stock data including ticker lookup, OHLCV, market capital…
N/A N/A
59624
daniel3303
MCP Manager Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
59625
CodeAbra
iai-mcp Claim
Local memory daemon with three-tier storage (episodic/semantic/procedural), vec…
N/A N/A
59626
PPACT
Automatically converts OpenAPI/Swagger documents into MCP servers, enabling AI …
59627
FO Semantic MCP Claim 1
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
N/A N/A 81
59628
Fysio-care
Discover Swedish MSK clinics on fysio.care: search clinics, services, and open …
59629
omerbelsayed
VisioMCP Claim
Connects Claude to Microsoft Visio to generate enterprise architecture diagrams…
N/A N/A
59630
crclabs-hq
gatetest Claim
120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and h…
N/A N/A
59631
hanicker
proofite Claim
Read your AI-written daily briefing and retune the filter behind it: feeds, new…
59632
dave
testing Claim
N/A N/A 95
59633
RingoTC
MCP-pptr Claim
Provides browser automation and DevTools capabilities via Puppeteer, with Docke…
N/A N/A
59634
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
59635
AugustusW
sharedoc-mcp Claim
Share agent-generated Markdown as links — GitHub gists today, your own server t…
N/A N/A
59636
bitcompare
mcp-server Claim
Crypto yield data for AI agents: lending, savings, staking, borrowing & stablec…
59637
datakoot
US weather, alerts, earthquakes and elevation for AI agents, from NWS/NOAA and …
59638
yellnuts
MCP-Mem0 Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
81
59639
pipeworx-io
City of San Bernardino GIS — San Bernardino, California open geospatial data (A…
59640
Baneado98
email-verify Claim
Enables real-time email verification via MCP tools, checking syntax, MX, dispos…
59641
Hasilt
Search and download stock images from Unsplash, Pexels, Pixabay, Freepik, Stock…
N/A N/A
59642
prismicio
Deprecated MCP server for Prismic; users are advised to use the new Prismic CLI…
59643
huangmy157
smipty Claim
N/A N/A 95
59644
webex
Enables AI assistants to interact with Cisco Webex messaging through 52 compreh…
81
59645
SPARKIT-science
sparkit-mcp Claim
MCP server for [SPARKIT](https://sparkit.science), a scientific research agent …
59646
joaoh82
rustunnel Claim
MCP server that lets AI agents create and manage public tunnels to local servic…
59647
magnus919
mcp-shlink Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
59648
xavimf87
mcp-govern Claim
MCP server for investigating public transparency and detecting corruption patte…
59649
ftaricano
Combines Gmail and Google Calendar operations with multi-account OAuth, attachm…
N/A N/A
59650
oddbit
Enables AI assistants to create and manage short URLs via the MCP protocol, wit…
N/A N/A
Showing 59601–59650 of 66484 servers