MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56501
Themetralla3000
Enables AI assistants to interact with Google Drive, including reading, searchi…
56502
Themetralla3000
Generates PowerPoint presentations from templates using AI, injecting text and …
N/A N/A
56503
FlyDut
Enables automatic generation of explicit boilerplate methods (getter/setter/equ…
N/A N/A
56504
zhsama
This is a TypeScript-based MCP server that provides DuckDuckGo search functiona…
81
56505
sulthonzh
An MCP server for verifying AI-generated code quality, security, and performanc…
56506
lucifer-ux
ContextCore Claim
A local-first MCP server that indexes all your local files (text, code, images,…
N/A N/A
56507
kalepail
Remote MCP server for SoloTerm/Solo documentation, providing search and execute…
56508
pandolfipedro
A local MCP server that indexes TypeScript/JavaScript projects and returns budg…
N/A N/A
56509
JNSlayer2
An experimental guarded MCP bridge for Codex/open-ultrawork workflows, enabling…
N/A N/A
56510
Suchit-007
git-reviewer Claim
Enables AI assistants to fetch GitHub pull request diffs and metadata, and post…
N/A N/A
56511
NeoResearchAI
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retri…
N/A N/A
56512
matiasnjacob
github-mcp Claim
Local MCP server for safe GitHub developer workflows. Enables pulling main, cre…
N/A N/A
56513
jpnqs
Enables AI agents to run Jest/TypeScript tests in isolated workspaces for Test-…
N/A N/A
56514
JardiMargalefAgusti
Enables AI assistants to query standardized building classifications, propertie…
N/A N/A
56515
DaymaNKinG990
A sophisticated task orchestration system with role-based workflow management a…
N/A N/A
56516
mhd-faraz
Enables AI-driven expense tracking and budget management, including adding expe…
56517
David-J-Shibley
Suno MCP Claim
An MCP server that generates music using your Suno account, enabling credit che…
N/A N/A
56518
WilliamSmithEdward
Enables AI agents to execute SSH commands, read files, and list directories on …
N/A N/A
56519
bfhayes
Wraps the RentCast API to search houses for sale, get valuations, rent estimate…
N/A N/A
56520
ldco
Provides 26 tools for Puppet Master framework operations including initializati…
N/A N/A
56521
WormAlien
Provides image/vision support for OpenCode by routing images to any OpenAI-comp…
N/A N/A
56522
zcharako81
iiq-mcp Claim
MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting r…
56523
gabrielbryk
MCP server enabling AI agents to control and inspect Chrome/Arc browsers via De…
N/A N/A
56524
GayathriNarayanan1610
Exposes search over internal documents and company lookup via authenticated API…
N/A N/A
56525
LeeSiHyeon711
An MCP server for analyzing creative ideas through a series of diagnostic tools…
56526
ideabosque
Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQ…
56527
davidphc
telegram-mcp Claim
An MCP server that connects to a Telegram group chat, persists messages to a lo…
56528
digitalcore
Free service management tools — playbooks, benchmarks, and instant service heal…
81
56529
bluemot
CRAG-MCP Claim
A Model Context Protocol server that builds and queries a config-aware code gra…
N/A N/A
56530
vijaykodam
Enables safe, read-only interaction with Kubernetes clusters, allowing users to…
56531
deflucaseng
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
56532
suliuer
hello Claim
N/A N/A 95
56533
shuizhengqi1
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
N/A N/A
56534
JulioPeixoto
MCP server for integrating with Abacate Pay API, enabling management of custome…
56535
collactivelabs
Enables AI agents to interact with the Pinterest API, allowing management of bo…
56536
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
81
56537
qdzsh
agy-ui-mcp Claim
Delegates frontend/UI refinement to Gemini via agy CLI, using iterative vision …
N/A N/A
56538 N/A N/A 95
56539
adbarc92
MCP server that gives AI coding assistants direct access to the browser — navig…
N/A N/A
56540
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
N/A N/A 81
56541
berntpopp
An MCP server that enables querying rare-disease data from Orphanet, including …
56542
Toconnell1976
Exposes Anthropic's Claude as 3 MCP tools (ask_claude, claude_analyze, claude_w…
56543
jimmy-larsson
Enables Claude Code to manage Gmail, Google Calendar, and Google Drive via a de…
56544
BrennanWebb
KiroStats Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
N/A N/A
56545
grandmaster451
Konnect Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
N/A N/A
56546
jcosta33
swarm-mcp Claim
An MCP server that exposes Swarm's fact reconciliation to AI agents, allowing t…
N/A N/A
56547
ZiAn-Su
beacon Claim
Enables AI agents to communicate with humans using notify and ask semantics, su…
N/A N/A
56548
boxpositron
Enables AI tools to interact with Firefly III personal finance management insta…
81
56549
CAREEMER
appflowy-mcp Claim
A self-hosted, token-scoped Model Context Protocol server for AppFlowy. It give…
56550
higebu
Enables LLM agents to query Patchwork kernel patches, series, CI checks, and co…
Showing 56501–56550 of 56925 servers