MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49751
cloakedagent
Give AI agents spending power without giving them your wallet keys. Cloaked cre…
N/A N/A 95
49752
leocelis
Tracks conversation health in real time — drift, desync, and causal collapse — …
49753
laxmena
An MCP server for WriteFreely that enables AI agents to publish and manage cont…
49754
berntpopp
hgnc-link Claim
Grounds gene-nomenclature work in the HUGO Gene Nomenclature Committee (HGNC) d…
49755
vfxprojoe
AI-powered media & entertainment intelligence — research, briefs, and market da…
N/A N/A 83
49756
ORDIS-Co-Ltd
Extracts text and images from PDFs and image files using the Mistral OCR API, w…
N/A N/A
49757
permacopia3223
MCP server providing code review, auto-fix, test running, linting, formatting, …
N/A N/A
49758
owen-nash
A Model Context Protocol (MCP) server that provides access to the Fastmail API,…
49759
ivanmartin33
Provides structured access to Dolibarr ERP/CRM API endpoints via the Model Cont…
49760
gszecsenyi
SchemaVault Claim
MCP server for storing and retrieving database schema information for LLMs. Ena…
N/A N/A
49761
OndrejLapes
Gretl MCP Claim
Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.
N/A N/A
49762
pein892
Enables AI assistants to query and analyze user behavior data from the Sensors …
N/A N/A
49763
scavio-ai
scavio-mcp Claim
Unified real-time search API for AI agents. Google, YouTube, Amazon, Walmart, R…
49764
1,451 security controls across 261 frameworks with bidirectional mapping
N/A N/A 81
49765
t3d-beep
Provides hiring guides and discovery checklists to help users craft compelling …
N/A N/A 95
49766
flightdb
FlightDB Claim
FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfilte…
49767
nexgendata-apify
Bring sports data into an AI workflow without writing four ESPN scrapers. Usefu…
81
49768
Jasper0122
Drive Esri's ArcGIS Pro from an AI agent — the ArcGIS Pro counterpart to QGIS M…
N/A N/A
49769
Lawstronaut-FZCO
Lawstronaut Claim 1
Connect AI to millions of laws and court cases with the Lawstronaut MCP.
67
49770
alexandrebouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
49771
dgtalquantumleap-ai
Proximity-based card fraud detection with AI risk scoring.
N/A N/A 75
49772
41fred
ibo Claim
Commission cinematic AI campaign films and image sets from IBO Studio.
49773
andreibesleaga
ocm-sdk-mcp Claim
Enables AI assistants to interact with the Open Charge Map API, allowing explor…
49774
zcgkiller
Enables Claude to search and retrieve patent data from EPO OPS and Google Paten…
49775
nguyennt02
An MCP server that lets Claude Code drive the Cocos Creator 3.8.x editor to bui…
N/A N/A
49776
voho
Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…
N/A N/A
49777
ckbk
A comprehensive New York City subway information portal providing riders with r…
N/A N/A 95
49778
mcp-server Claim 1
On-brand image generation (product shots, app icons, OG cards, sprites) for AI …
N/A N/A 81
49779
dotojr123
Exposes the ProDoctor Cloud API as MCP tools for AI agents to manage appointmen…
49780
kazim4uk
anki-mcp Claim
Enables AI assistants to manage Anki flashcards, decks, note types, tags, and m…
N/A N/A
49781
2060-io
linkedin-mcp Claim
Enables AI agents to publish posts, images, comments, and reactions to LinkedIn…
49782
freddy24-7
Exposes Spotify controls as MCP tools for playback, playlist management, and AI…
49783
alona-iaig
Enables AI agents to create and manage collaborative whiteboards with sticky no…
49784
vp2437
Provides three MCP servers for interacting with Excel files, PDF documents, and…
N/A N/A
49785
zhangwanli09
Enables AI agents to search and retrieve API documentation from an internal Swa…
49786
lzmd66
A lightweight MCP service that provides clean, spam-free search results for AI …
N/A N/A
49787
oaslananka
reflow-mcp Claim
A typed Model Context Protocol server that exposes KiCad 10 EDA workflows to la…
N/A N/A
49788
LiskinLabs
MCP server for ABB RobotStudio and robot controllers, exposing 55 tools via SDK…
N/A N/A
49789
zeal-tristian-chevier
Provides 29 tools for Claude to query and update FreshBooks directly, including…
N/A N/A
49790
getxapi
getxapi-mcp Claim
The official GetXAPI MCP server. Give your AI assistant direct access to the Tw…
49791
CryptoGenesisSecurity
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
81
49792
INOTECH-ecbiesek
sienge-mcp Claim
N/A N/A 95
49793
football-docs Claim 1
Searchable football data provider docs for AI coding agents.
N/A N/A 81
49794
clauxel
Paid remote MCP for AI Studio Workspace approval gate MCP, structured receipts,…
49795
runapi-ai
seedance-mcp Claim
Enables creating text-to-video tasks using Seedance models, polling task status…
49796
Ryvonetwork
MCP server for Ryvo Protocol state reads and prepare-only payment-channel actio…
N/A N/A
49797 N/A N/A 95
49798
berntpopp
uniprot-link Claim
An MCP server that grounds protein research in the UniProt SPARQL endpoint, pro…
49799
slatino-dev
Conduit Claim
Provides real SEC EDGAR filings as MCP tools, allowing agents to fetch clean, c…
49800
pipeworx-io
Provides access to the Spoonacular food API for recipes, nutrition, ingredients…
Showing 49751–49800 of 66502 servers
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