MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57751
laszlopere
mcp-kodi Claim
Control a Kodi media player over its JSON-RPC API — transport, volume, library …
N/A N/A C
57752
ladyiceberg
Audits your Claude Code memory store with 4-dimension quality scoring and actio…
N/A N/A
57753
local-filesystem
Explore and organize files and folders across your workspace. Read, write, move…
N/A N/A 95
57754
sandraschi
Provides programmatic access to the Directmedia Publishing 'Digitale Bibliothek…
N/A N/A 95
57755
flowing-abyss
MCP server that indexes Obsidian notes and enables hybrid search (full-text, fu…
N/A N/A
57756
Glade-tool
glade-mcp Claim
Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to your Un…
N/A N/A
57757
as7722314
Enables reading, writing, editing, and converting Office documents (ODT, DOCX, …
N/A N/A
57758
loerei
Indexes and searches agent conversation logs from Antigravity and Cursor worksp…
N/A N/A
57759
elliot-evno
DDG MCP2 Claim
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
57760
baekjoohoon
Helps school, academy, kindergarten, and club operators quickly generate notice…
57761
wiserautomation
SupraWall security gateway for AI agents. Provides deterministic guardrails for…
N/A N/A 83
57762
atharv.sp
jaamun Claim
N/A N/A 95
57763
Melusi-M
fixmypdf Claim
Privacy-first PDF tools over MCP: merge, split, rotate, delete, compress, prote…
57764
josuekongolo
Provides comprehensive Norwegian business intelligence through Brønnøysund and …
81
57765
1145-am
Structured company & industry news for AI agents: typed, dated, source-linked e…
57766
hildersantos
Enables reading, writing, and manipulation of Bike outlines on macOS through na…
N/A N/A 95
57767
ai-jcce
Contexta Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
81
57768
ronkommoji
A filesystem-based MCP server that turns any MCP-capable AI agent into a conver…
N/A N/A
57769
abasensei
Agent coordination protocol bridging A2A and MCP. Register, discover, and coord…
81
57770
chiz0me
Enables scanning Express.js route surfaces for inventory and audit, classifying…
N/A N/A
57771
jovezhong
mcp-timeplus Claim 1
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka…
81
57772
harrison
ai-counsel Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
N/A N/A 95
57773
rapid
note_mcp Claim
N/A N/A 95
57774
jcafazzo
A comprehensive MCP server that bridges AI applications with FHIR healthcare da…
57775
janbruinier
MCP server for accessing CBS (Statistics Netherlands) open data. Search dataset…
N/A N/A 95
57776
h-ping
tdhc Claim
N/A N/A 95
57777
anuragagrawal0430
An open-source MCP server that lets AI assistants read, create, search, and man…
57778
groupdocs-viewer
MCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via…
N/A N/A
57779
vimtor
Things 3 Claim
Manage Things 3 todos and projects.
N/A N/A 95
57780
softvoyagers
qrmint-api Claim
Free styled QR code generator API with custom colors, logos, frames, and batch …
95
57781
rodrigojille
Agentic escrow payments — fiat + crypto, 36 MCP tools, 10 chains, FHE privacy
N/A N/A 73
57782
alpadalar
A comprehensive MCP server for managing Active Directory environments through L…
57783
animicaorg
animica Claim
OpenAI-compatible AI inference, code, embeddings & agent tools for bots — and m…
57784
SonnyLabs
Provides automated EU AI Act compliance tools, including risk classification, r…
57785
Auxin-io
miami-friend Claim
N/A N/A 95
57786
Divyanshu-hash
GitPilot MCP Claim
An autonomous agent that automates GitHub contributions end-to-end, from issue …
N/A N/A
57787
skyasu2
A natural language-based server analysis and monitoring system that automatical…
81
57788
CSOAI-ORG
budget-planner-ai-mcp MCP server by MEOK AI Labs
N/A N/A
57789
kynto2001-ctrl
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
N/A N/A 95
57790
Rastrian
Enables AI clients to manage Discord servers through natural language, offering…
57791
Catter58
mcpBPMSoft Claim
Enables natural language interaction with BPMSoft CRM by handling OData complex…
57792
ziyacivan
drf-mcp Claim
Exposes Django REST Framework APIs as MCP tools for AI agents via the Model Con…
57793
schilotte
An MCP server deployed on Cloudflare Workers that provides access to Uruguayan …
81
57794
gu-dsan6725
Exposes World Bank development data to AI agents via local CSV resources and li…
57795
vynn-mcp Claim 1
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
N/A N/A 81
57796
Bigred97
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
N/A N/A
57797
malkreide
MCP server for querying Swiss environmental research data from WSL/EnviDat, inc…
57798
i-am-david-weinstein
MCP server providing access to ESPN Fantasy Baseball data, enabling league sett…
57799
Utsav-Ladani
Enables WordPress content management via the Model Context Protocol, allowing c…
57800
automatikstudio
BrandSnap MCP Claim 1
An MCP server that generates comprehensive brand identity kits including color …
81
Showing 57751–57800 of 58073 servers