MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37951
0xArtex
Enables AI agents to create, modify, and share diagrams on a live Excalidraw ca…
N/A N/A
37952
heindewilde
yungle Claim
Ask about your Yungle file deliveries — what was sent, who downloaded, what exp…
N/A N/A
37953
kakukien
AgentPay Claim
AI idea relay commons where agent outputs become permanent, buildable nodes in …
37954
tomaitagaki
A comprehensive MCP server for TELNYX integration, enabling AI assistants to se…
37955
CSOAI-ORG
jwt-ai-mcp Claim
jwt-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37956
nayakprashant
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
N/A N/A
37957
rubbish03
Generates JSON for Roblox Studio 3D models from natural language prompts using …
37958
romulorasec
MCP server that allows AI coding agents to search, download, and convert stock …
N/A N/A
37959
jnguyen-coder
MCP server for searching government tenders from CanadaBuys and SAM.gov with fr…
37960
kaerf15
just-one-mcp Claim
A Model Context Protocol server that consolidates 237+ social/e-commerce data A…
37961
olojiang
Enables interactive feedback sessions in Cursor with support for multiple chat …
N/A N/A
37962
am-3
Enables AI assistants to read, edit, and execute Jupyter notebook files (.ipynb…
N/A N/A
37963
rashidazarang
Enables AI agents to interact with ServiceFusion's field service management pla…
81
37964
robfischer1
Provides MCP tools to read, write, append, and edit prose sections of nodes, ba…
37965
Auxin-io
miami-friend Claim
N/A N/A 95
37966
mikeysrecipes
Enables managing electronic signatures and contracts through the eSignatures AP…
N/A N/A
37967
silverdolphin863
Syncs Claude Code sessions between machines with end-to-end encryption using a …
N/A N/A
37968
Ryu07-d
A local, zero-cost MCP server that fact-checks your Markdown/Obsidian notes usi…
N/A N/A
37969
rikard
tomtenisse Claim
N/A N/A 95
37970
yujeongJeon
caniuse-mcp Claim 1
An MCP server that provides browser compatibility data and web API support info…
N/A N/A 95
37971
mihirkadam19
Enables analyzing AWS cloud costs through natural language queries, providing c…
81
37972
Allied-Business-Solutions
Enables Claude to interact with Hudu IT documentation, including searching, rea…
37973
pipeworx-io
Enables querying Dallas open data via the Socrata SODA API, allowing access to …
37974
MCP-Mirror
Enables integration with Volcengine (火山引擎) knowledge base service through Claud…
81
37975
wzkariampuzha
Provides Claude with direct access to Flywheel gear and DICOM documentation, en…
N/A N/A
37976
cajuflow
Enables AI agents to manage Hotmart products, sales, and other operations throu…
37977
BACH-AI-Tools
Enables querying FDA drug label information including adverse reactions, warnin…
37978
mambalabsdev
Detect whether a company declares, deploys, or charges for AI, with evidence.
N/A N/A
37979
FradSer
Secure AppleScript execution for AI applications via Model Context Protocol wit…
N/A N/A
37980
tomdoeswork
PodPast Claim
Hosted Claude connector that turns the podcasts you already follow into a searc…
37981
harveyxiacn
Blender MCP Claim
Enables AI assistants to control Blender 3D software through natural language, …
N/A N/A
37982
ugoi
vikunja-mcp Claim
Lightweight MCP server for Vikunja task management, providing tools to manage p…
37983
Sri-nunna
Enables AI-powered generation of PowerPoint presentations with dynamic content,…
N/A N/A
37984
planetlabs
Planet MCP Claim
Enables AI agents to interact with the Planet API for satellite imagery orderin…
N/A N/A
37985
Glade-tool
glade-mcp Claim
Control the Unity and Godot editors from AI clients: scenes, scripts, physics, …
N/A N/A
37986
yuiseki
Provides tools for AI models to count characters and words in text, supporting …
37987
toan203
osv-ui-mcp Claim
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
N/A N/A 95
37988
thomasjeffreyandersontwin
Enables reading IDE output, test results, and problems from development environ…
N/A N/A
37989
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
81
37990
MiggiV2
Exposes TeamSpeak 3 channel management as MCP tools, allowing users to list, cr…
37991
helGayhub233
Aggregates multiple cyberspace search engines (FOFA, Quake, Hunter, ZoomEye) in…
37992
daanrongen
signal-mcp Claim
MCP server for Signal via signal-cli that enables sending and receiving message…
N/A N/A
37993
sunnylabtv-crypto
Enables multi-user remote MCP interactions with Gmail, OpenAI, and Salesforce v…
37994
excellario
Provides Meta (Facebook/Instagram) business insights through the Graph and Mark…
37995
ArtiPyHeart
A local MCP server that lets LLM agents read EPUB books and PDF documents with …
N/A N/A
37996
bcllcc
modulor Claim
Agent-native CAD: draw plans, model 3D, render checks, export DXF/SVG/STL/GLB/I…
N/A N/A
37997
shaun0927
OpenChrome Claim
Controls a real Chrome browser for AI agents, enabling authenticated automation…
37998
bolivestilo
homekit-mcp Claim
Enables AI agents to control Apple Home devices, scenes, and automations throug…
N/A N/A
37999
AETS-MAGI
Manages multi_llm-client operations for MI25/gfx900 GPUs, enabling configuratio…
N/A N/A
38000
wildsonbbl
Enables estimation of PC-SAFT pure-component parameters and prediction of prope…
Showing 37951–38000 of 66549 servers
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