MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30712
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40901
lukeplausin
Enables AI agents to manage Trading212 brokerage accounts, including portfolio …
40902
serdarkaracay
An MCP server that provides AI coding assistants with comprehensive browser aut…
40903
orime
A community-maintained fix for the MCP Feedback Enhanced server, resolving imag…
N/A N/A
40904
MikBin
An MCP server for orchestrating Google Jules as a remote coding agent from a lo…
N/A N/A
40905
testdino-inc
testdino-mcp Claim 1
A MCP server for TestDino
N/A N/A 83
40906
zhurong2020
pyobfus Claim
Official MCP server for the pyobfus Python obfuscator (installed from PyPI as `…
N/A N/A 95
40907
CodingWithCalvin
VSC as MCP Claim
Enables AI assistants to leverage VS Code's language intelligence for code navi…
N/A N/A
40908
GuodongDai2113
A TypeScript Model Context Protocol server that provides 21 tools for interacti…
40909
JoshNuku
Meducate MCP Claim
A self-aware, AI-powered MCP server that acts as a personal medical education a…
N/A N/A
40910
gksdjf1690
post-server Claim
N/A N/A 95
40911
sceneview-tools
Enables AI assistants to generate 3D product viewers, AR try-on experiences, Sh…
40912
markobullrush
Bridges Motion's AI-powered calendar and task management API with LLMs, enablin…
40913
superradcompany
Connects AI agents to microsandbox for creating lightweight sandboxes, executin…
N/A N/A
40914
guyiicn
pi-subagent Claim
Enables MCP hosts to delegate coding tasks to Pi CLI as a programmable sub-agen…
N/A N/A
40915
UditMahaldar
Enables AI agents to interact with HP ALM / Quality Center for QA workflows inc…
40916
FrankNFT-labs
profile Claim
Read-only MCP server for Frank Poncelet: profile, career, projects, speaking, e…
40917
AiAgentKarl
Linux system administration via AI agents — MCP server for managing services, p…
N/A N/A
40918
danimoya
sprinter Claim
A self-hosted backlog tracker with priority scoring and an MCP server, enabling…
40919
sigvardt
MCP server exposing YouTube Data, Analytics, and Reporting APIs as agent-callab…
N/A N/A
40920
formegifts
MCP server for the forme.gifts wishlist app that enables managing wishlists and…
40921
mainpart
MCP server for Confluence REST API enabling page retrieval, attachment download…
40922
judexzhu
mcp-jira Claim
An async MCP server for JIRA integration, enabling AI assistants to search, cre…
N/A N/A
40923
akunone
cc-mvp Claim
A Cocos Creator 3.8 editor extension that exposes scene, node, component, prefa…
N/A N/A
40924
portdev0
Enables sending and receiving Instagram Direct Messages, managing conversations…
N/A N/A 95
40925
rushikeshmore
tor-mcp Claim
Routes web requests from AI tools through Tor for anonymized fetching, with sel…
N/A N/A
40926
Liberation-Labs-THCoalition
A unified MCP server providing programmatic access to three major academic rese…
40927
tools-mcp
Read-only vessel identity lookup, AIS-style positions, tracks, port calls, carr…
40928
leszini
spoken-mcp Claim
A voice-enabled interface for Claude Desktop that supports speech-to-text input…
N/A N/A
40929
epilande
An MCP server that provides real-time information access using Google Gemini's …
40930
cnghockey
lightmcp Claim
N/A N/A 95
40931
jaworjar95
Enables AI tools like Claude Desktop and Cline to interact with Salesforce, pro…
40932
DOsinga
PyKernel MCP Claim
MCP server that provides a persistent IPython kernel for executing Python code …
N/A N/A
40933
jamieday
is-even-mcp Claim
Helps AI agents determine whether a number is even or not.
N/A N/A
40934
peterparker57
Enables instant file searches on Windows using Everything's native SDK, support…
N/A N/A
40935
wlagyorgy
MEK MCP Claim
MCP server to access the Hungarian Electronic Library (MEK) search engines, ena…
40936
King-Proplan
ProPlan Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
40937
bird
sandbox-mcp Claim
Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtual…
N/A N/A
40938
rust-works
omni-dev Claim
MCP server for Atlassian Jira and Confluence with schema-validated Markdown↔ADF…
40939
yogimathius
A symbolic reasoning engine that enables symbolic ontology operations through a…
40940
bpweatherill
A local MCP server providing read-only access to documents like Word, PDF, Exce…
N/A N/A
40941
auspham
Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save…
N/A N/A
40942
inadvisable-hibiscusfarragei279
Enables assistants to analyze files and URLs for malware by integrating with se…
N/A N/A
40943
Ansvar-Systems
Enables querying Luxembourgish competition data, including regulations, decisio…
N/A N/A
40944
Belenos-Toutatis
komoot-mcp Claim
Enables users to interact with Komoot for managing tours, planning routes, expo…
40945
shooebill
unified-mcp Claim
A wrapper MCP server that enables simultaneous memory storage and retrieval acr…
N/A N/A
40946
databricks-solutions
Enables AI-assisted development by running and testing code directly on Databri…
N/A N/A
40947
primodeckers
tarefas-mcp Claim
An MCP server that provides tools to create and list tasks by calling a REST AP…
N/A N/A
40948
zhanglongxiao111
Enables AI agents to directly control Adobe InDesign through CLI commands, prov…
N/A N/A
40949
mesutoezdil
Exposes NVIDIA GPU metrics (info, utilization, VRAM, temperature) via MCP tools…
N/A N/A
40950
cognis-digital
ragkit Claim
A self-hostable, MCP-native RAG pipeline that ingests, indexes, and serves data…
N/A N/A
Showing 40901–40950 of 64766 servers
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