MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29804
Scored
2112
Verified
16953
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55801
mmamodelai
GovGreed MCP Claim
Integrates GovGreed's congressional-trading intelligence API, giving Claude nat…
55802
Issadevs
loopeng Claim
Watches your terminal sessions, identifies repetitive workflows, and converts t…
N/A N/A
55803
methodify
Provides a stateful local Spark session for running PySpark and SQL cells, enab…
55804
sulthonzh
An MCP server for verifying AI-generated code quality, security, and performanc…
55805
Themetralla3000
Generates PowerPoint presentations from templates using AI, injecting text and …
N/A N/A
55806
Themetralla3000
Enables AI assistants to interact with Google Drive, including reading, searchi…
55807
FlyDut
Enables automatic generation of explicit boilerplate methods (getter/setter/equ…
N/A N/A
55808
lucifer-ux
ContextCore Claim
A local-first MCP server that indexes all your local files (text, code, images,…
N/A N/A
55809
Suchit-007
git-reviewer Claim
Enables AI assistants to fetch GitHub pull request diffs and metadata, and post…
N/A N/A
55810
pandolfipedro
A local MCP server that indexes TypeScript/JavaScript projects and returns budg…
N/A N/A
55811
JNSlayer2
An experimental guarded MCP bridge for Codex/open-ultrawork workflows, enabling…
N/A N/A
55812
DaymaNKinG990
A sophisticated task orchestration system with role-based workflow management a…
N/A N/A
55813
mhd-faraz
Enables AI-driven expense tracking and budget management, including adding expe…
55814
WilliamSmithEdward
Enables AI agents to execute SSH commands, read files, and list directories on …
N/A N/A
55815
David-J-Shibley
Suno MCP Claim
An MCP server that generates music using your Suno account, enabling credit che…
N/A N/A
55816
jpnqs
Enables AI agents to run Jest/TypeScript tests in isolated workspaces for Test-…
N/A N/A
55817
matiasnjacob
github-mcp Claim
Local MCP server for safe GitHub developer workflows. Enables pulling main, cre…
N/A N/A
55818
JardiMargalefAgusti
Enables AI assistants to query standardized building classifications, propertie…
N/A N/A
55819
ldco
Provides 26 tools for Puppet Master framework operations including initializati…
N/A N/A
55820
GayathriNarayanan1610
Exposes search over internal documents and company lookup via authenticated API…
N/A N/A
55821
bluemot
CRAG-MCP Claim
A Model Context Protocol server that builds and queries a config-aware code gra…
N/A N/A
55822
WormAlien
Provides image/vision support for OpenCode by routing images to any OpenAI-comp…
N/A N/A
55823
zcharako81
iiq-mcp Claim
MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting r…
55824
ideabosque
Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQ…
55825
davidphc
telegram-mcp Claim
An MCP server that connects to a Telegram group chat, persists messages to a lo…
55826
LeeSiHyeon711
An MCP server for analyzing creative ideas through a series of diagnostic tools…
55827
gabrielbryk
MCP server enabling AI agents to control and inspect Chrome/Arc browsers via De…
N/A N/A
55828
digitalcore
Free service management tools — playbooks, benchmarks, and instant service heal…
81
55829
bfhayes
Wraps the RentCast API to search houses for sale, get valuations, rent estimate…
N/A N/A
55830 N/A N/A 95
55831
vijaykodam
Enables safe, read-only interaction with Kubernetes clusters, allowing users to…
55832
shuizhengqi1
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
N/A N/A
55833
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
81
55834
qdzsh
agy-ui-mcp Claim
Delegates frontend/UI refinement to Gemini via agy CLI, using iterative vision …
N/A N/A
55835
deflucaseng
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
55836
suliuer
hello Claim
N/A N/A 95
55837
collactivelabs
Enables AI agents to interact with the Pinterest API, allowing management of bo…
55838
JulioPeixoto
MCP server for integrating with Abacate Pay API, enabling management of custome…
55839
adbarc92
MCP server that gives AI coding assistants direct access to the browser — navig…
N/A N/A
55840
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
N/A N/A 81
55841
x007xyz
Enables image processing operations such as resizing, format conversion, croppi…
N/A N/A
55842
CAREEMER
appflowy-mcp Claim
A self-hosted, token-scoped Model Context Protocol server for AppFlowy. It give…
55843
grandmaster451
Konnect Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
N/A N/A
55844
ZiAn-Su
beacon Claim
Enables AI agents to communicate with humans using notify and ask semantics, su…
N/A N/A
55845
BrennanWebb
KiroStats Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
N/A N/A
55846
higebu
Enables LLM agents to query Patchwork kernel patches, series, CI checks, and co…
55847
jcosta33
swarm-mcp Claim
An MCP server that exposes Swarm's fact reconciliation to AI agents, allowing t…
N/A N/A
55848
berntpopp
An MCP server that enables querying rare-disease data from Orphanet, including …
55849
jimmy-larsson
Enables Claude Code to manage Gmail, Google Calendar, and Google Drive via a de…
55850
DACdigital
Enables interactive sales data exploration within Claude through a dynamic dash…
N/A N/A
Showing 55801–55850 of 57160 servers