MCP Server Quality Scores

Independent quality analysis of 64210 public MCP servers

64210
Discovered
30392
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60801
renewly-dev
Renewly Claim
Read contracts, track renewals, surface vendor leverage, and draft cancellation…
60802
iker-gonzalez
Antwork Claim
Draft, schedule, and publish social posts for your workspace straight from your…
60803
Guitarmaniac24
GetABrain Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
N/A N/A
60804
twilson63
MCP server for programmatic video generation. Send a prompt, get an MP4.
60805
Cloud2BR-MSFTLearningHub
Deploys a Model Context Protocol (MCP) server on Azure with industry-specific t…
60806
bsdnn
An MCP server that analyzes and traces business code flows across your codebase…
N/A N/A
60807
ahmad-zurih
Provides data science, plotting, statistics, system, and web tools via MCP, wit…
N/A N/A
60808
mezallastudio
Connects AI assistants to Blender for controlling 3D modeling operations throug…
N/A N/A 95
60809
HrRodan
A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powere…
N/A N/A 81
60810
IAfanasov
PackZoo Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
60811
vnguyen42
Enables interactive access to TradeSearcher strategies and backtests via CLI an…
60812
dinosaur24
nodehero Claim
AI workflow error analysis for n8n, Make, Zapier, and 10+ platforms.
N/A N/A 95
60813
GatisOzols
Lets AI assistants classify an AI system under the EU AI Act, returning risk ti…
N/A N/A
60814
coolexer
MCP server for managing Nokia SR OS devices via gNMI (gRPC) from Claude Desktop.
N/A N/A
60815
ianphil
PromptBin Claim
Enables AI assistants to manage, store, and retrieve prompts through the Model …
N/A N/A
60816
brettscharm
ELM MCP Claim
Enables AI assistants to interact with IBM Engineering Lifecycle Management (EL…
N/A N/A
60817
ArboRithmDev
Give AI agents full control over your local ComfyUI by exposing 77 tools for wo…
N/A N/A
60818
forgefx
forgebot-mcp Claim
forgebot info server
N/A N/A 95
60819
Arpit-saxena-2004
Enables AI assistants to send, search, and read emails via Gmail using OAuth2 a…
60820
Bigred97
apra-mcp Claim
Query APRA in plain English — bank capital, fund-level super, insurance stats.
N/A N/A
60821 N/A N/A 95
60822
jamjet-labs
MCP stdio interceptor (`@jamjet/mcp-shim`) that applies one YAML policy file (b…
N/A N/A
60823
lm203688
Enables AI agents to safely interact with MySQL/MariaDB databases, supporting r…
60824
abhishekbhakat
Enables AI-to-AI consultation for critical thinking and complex reasoning via O…
N/A N/A
60825
ihwooMil
A persistent, self-organizing memory MCP server for AI assistants, using semant…
N/A N/A
60826
gits5213
MCP server for end-to-end QA automation: generates test scenarios, discovers Pl…
N/A N/A
60827
aaronGeb
A lightweight MCP server providing tools for adding integers, getting current t…
60828
johncallhub
Enables AI assistants to access and manage CiviCRM data, including contacts, ac…
60829
yutamago
MCP server that authenticates via browser session cookies to access Zendesk's R…
N/A N/A
60830
nguyenngocdue
A Model Context Protocol server that enables any MCP-compatible application to …
N/A N/A
60831
zlobste
Enables searching and retrieving arXiv papers via the Model Context Protocol, p…
N/A N/A
60832
Regsorm
code-index Claim
Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. S…
N/A N/A
60833
lugondev
Comprehensive Model Context Protocol server that enables AI agents to interact …
N/A N/A 95
60834
slidecraft-in
Presentations.AI MCP server — create designed slide decks from a topic, text, o…
60835
Indirecttek
mcp-server Claim
Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learn…
N/A N/A 83
60836
Perufitlife
Points an AI agent at a live URL and confirms publicly-served secret files by f…
N/A N/A
60837
lasawno99
Browser MCP Claim
Automate your browser with AI using an MCP server and Chrome extension, enablin…
N/A N/A
60838
pipeworx-io
USGS Volcano MCP server providing access to volcano hazards data from the HANS-…
60839
nickperrott
Enables Plex Media Server administration including library management, media fi…
N/A N/A
60840
diagrammo
dgmo-mcp Claim
Render 32 diagram and chart types to SVG/PNG with browser preview and HTML repo…
N/A N/A 95
60841
Deslord319
Enables HarmonyOS device discovery, app build and deployment, UI automation, E2…
N/A N/A
60842
jarod-vyent
An MCP server for XRP Ledger identity features including DIDs, credentials, mul…
60843
cola-sk
Converts Figma designs into structured code context with token-aware styling, e…
60844
albertvalleeduval
brain-mcp Claim
Connects claude.ai to a private GitHub repo of markdown files as a personal sec…
60845
TadFuji
Kirok Claim
Provides persistent, searchable memory for AI agents, enabling them to retain, …
N/A N/A
60846
Neolithic
Remote MCP server for Amika: manage sandboxes and agent sessions from any MCP c…
60847
loongarch-pirun
spec-guard Claim
A deterministic MCP server that checks project code alignment with SPEC documen…
N/A N/A
60848
precis-finance
Précis-MCP Claim
Read-only MCP server for FP&A & management reporting — governed metrics, financ…
60849
emB99
TickTick MCP Claim
A remote MCP server that enables Claude to create and manage TickTick to-dos us…
60850
Codename-11
openclaw-mcp Claim
MCP server for Claude Code to interact with OpenClaw AI agents (Daemon, Soren, …
N/A N/A
Showing 60801–60850 of 64210 servers