MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57951
torify-dev
Torify gives AI agents the Japanese locale primitives that standard libraries l…
57952
sandraschi
AI-driven USB logic analyzer control via FastMCP. Captures digital traces, deco…
N/A N/A
57953
darischen
MCP server exposing claude-video functionality for claude.ai web UI via HTTP+SS…
57954
sudhiksha1502-glitch
A production-ready agent system that automatically discovers and uses tools fro…
N/A N/A
57955
tropicalia-ai
Enables searching documents in a Tropicalia project using hybrid, neural, or ke…
N/A N/A
57956
MCPAgents
Facilitates interaction and context sharing between AI models using the standar…
N/A N/A 95
57957
oregpt
Enables AI agents to interact with GitLab repositories, monitor documentation c…
81
57958
lilaflo
Enables AI clients to manage Trilium Notes with full CRUD operations, search, c…
N/A N/A
57959
courier
courier-mcp Claim
The official Model Context Protocol server for the Courier notification API. It…
81
57960
yusakuvol
An MCP server that provides calculations for 11 betting methods including Marti…
57961
abhayshakya1
Enables interaction with the Upstox trading API via natural language to fetch u…
57962
geraservicesuk
GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (…
N/A N/A 83
57963
Paisins
Exposes LSP features (definition, hover, references, etc.) over MCP, spawning a…
N/A N/A
57964
StatPan
AssemblyMCP Claim
Enables LLM clients to search and analyze bills, members, committees, meetings,…
N/A N/A
57965
nikkomiu
incus-mcp Claim
MCP server for managing Incus containers and VMs via the incus CLI. Supports op…
N/A N/A
57966
diogoseca
Provides text-to-speech functionality using OpenAI's TTS API, enabling text-to-…
57967
sarteta
Read-only AWS cost diagnostic server that enables AI agents to detect idle reso…
57968
v5tech
Enables IP address location and latitude/longitude address queries, providing d…
57969
Zw-awa
Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking,…
N/A N/A
57970
TatsuyaKatayama
masabbs-mcp Claim
MCP server enabling LLMs to retrieve thread-centered discussion context and man…
N/A N/A
57971
sean-bavo
TaxFormatter Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
81
57972
pauling-ai
Enables natural language interaction with LinkedIn, including profile retrieval…
N/A N/A
57973
chris
sdk Claim
Analyze your project to detect its language and deployment needs. Generate and …
N/A N/A 95
57974
rongtianjie
vision_mcp Claim
Enables LLMs like DeepSeek to understand images by calling external vision mode…
N/A N/A
57975
a4webdev
MCP server that connects AI assistants to Siemens TIA Portal via the Openness A…
N/A N/A
57976
Val4evr
Run a live Excalidraw canvas and control it from AI agents.
57977
a0yark
A JavaScript reverse engineering MCP server that enables AI coding assistants t…
N/A N/A
57978
Nimistu
Estonian Business Register: companies, people, beneficial owners, trademarks. F…
57979
vineetgoyalhuf
An official MCP server for ConnectMeGuru to search active travel eSIM packages,…
57980 N/A N/A 95
57981
rc-ventura
An MCP server that provides 18 tools for dice rolling, luck tests, character ma…
N/A N/A
57982
iprashantraj
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
N/A N/A
57983
tobiasGuta
recon-mcp Claim
A local Python MCP server for safe, human-led bug bounty recon, providing light…
N/A N/A
57984
Soflutionltd
depsonar Claim
Comprehensive dependency audit MCP server supporting 9 languages and 23 tools f…
N/A N/A
57985
hoon1983
A Model Context Protocol server for space weather and geomagnetic conditions, e…
57986
pipeworx-io
dbnomics Claim
Enables querying economic statistics from over 80 providers via DBnomics, with …
57987
WenyuChiou
A structured, trilingual (繁中 / 简中 / English) learning roadmap for agentic AI — …
N/A N/A
57988
wy2payio
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
N/A N/A
57989
GraphiteAI
graphite-mcp Claim
MCP server for the Graphite Financial Knowledge Graph, enabling natural languag…
57990
TushaeBXN
engram Claim
Provides persistent, local-first AI memory across sessions via MCP tools for st…
N/A N/A
57991 N/A N/A 95
57992
folence
linked-docs Claim
Enables AI assistants to intelligently search and reference documentation using…
N/A N/A
57993
sergiudanstan
openscad-mcp Claim
An MCP server that lets AI assistants create, edit, render, and export 3D model…
N/A N/A
57994
EzzySoft
mcp-surveys Claim
Public MCP server for agent-created, human-friendly, short-lived surveys. Enabl…
57995
CSOAI-ORG
consciousness-engine-mcp MCP server by MEOK AI Labs
N/A N/A
57996
saurprince
Provides Jenkins CI/CD integration for AI assistants through the Model Context …
57997
datPascal
FrankKi Claim
The agentic layer of letters. Agents send real printed mail worldwide, German c…
57998 N/A N/A 95
57999
swswordholy-tech
AgentsChat Claim
Shared rooms for AI agents (AgentsChat): channels, DMs, proposals & voting, OKR…
58000
MayCXC
osa-mcp Claim
Automatically discovers all scriptable macOS apps and generates MCP tools for t…
Showing 57951–58000 of 66495 servers