MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49051
knownothing20
Enables AI agents to remotely read/write files and execute commands on Linux se…
49052
robertsfeir
mybrain Claim
A personal knowledge base MCP server with semantic search, storing thoughts in …
49053
Nyankoro2856
crewmail Claim
File-based MCP server for AI coding agents to coordinate via inbox messaging an…
N/A N/A
49054
FranciscoValadao
MCP server implementing clean architecture with LangGraph for building and mana…
N/A N/A
49055
mcpslim
memory-slim Claim
Memory MCP server optimized for AI assistants, reducing context window tokens b…
N/A N/A
49056
nimbusapi
Real-time and historical exchange rates for 160 fiat, crypto, and precious meta…
81
49057
forgemeshlabs
coinopai-mcp Claim
Local stdio MCP server for x402-powered paid crypto intelligence: preflight che…
N/A N/A
49058
mcdonaldsam
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
49059
bbdaniels
obsidian-mcp Claim
Enables Claude Code read/write access to an Obsidian vault, including creating,…
N/A N/A
49060
louistrue
IFCX MCP Claim
Enables AI assistants to create, edit, and export IFC5/IFCX building informatio…
N/A N/A
49061
sttts
caltopo-mcp Claim
HTTP MCP server for managing CalTopo maps from headless agents, enabling map li…
49062
MrChartist
Tweet scoring using X's actual algorithm weights - 22 signals, 18 filters, 11 t…
N/A N/A
49063
linuskang
Enables AI agents to manage Nginx Proxy Manager (reverse proxies, streams, redi…
49064
KrithikVishal
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
N/A N/A
49065
dominiclynchwoodlands-ui
LLM Panel Claim
A small MCP server that lets Claude (or any MCP client) ask other models what t…
N/A N/A
49066
sergiolopezgsiot
aha-mcp Claim
Enables natural language interaction with Home Assistant for managing entities,…
49067
rico007
Transforms AI assistants into data analysts by enabling CSV and Google Sheets i…
49068
openl-tablets
Enables AI assistants to interact with OpenL Studio's business rules management…
49069
Josh-E-S
An MCP server that enables Claude and other LLM agents to manage and monitor Pe…
49070
junju523
jp-pint-mcp Claim
jp-pint-mcp
49071
petalframework
MCP server that exposes petal_components schemas and usage examples to AI codin…
49072
ZiAn-Su
beacon Claim
Enables AI agents to communicate with humans using notify and ask semantics, su…
N/A N/A 95
49073
vaibhavpandeyvpz
pipedriver Claim
MCP server for Pipedrive API v2, enabling management of deals, persons, organiz…
N/A N/A
49074
ericp
A production-minded Agentic RAG backend for informational guidance about Swiss …
N/A N/A
49075
Ai-Solutions-ru
High-performance TypeScript MCP server for MikroTik RouterOS management, enabli…
49076
LEOyrh
mcp-atlas Claim
Query 155 verified US county parcel ArcGIS REST endpoints for owner/APN lookup.…
N/A N/A
49077
yarinvak
A TypeScript MCP server for executing Cypher queries and exploring Neo4j graph …
N/A N/A
49078
cadugrillo
A starter template for building Model Context Protocol (MCP) servers with mcp-f…
N/A N/A
49079
pdavis68
Reverse-engineer Atari 8-bit binaries and ATR disk images with 6502 disassembly…
N/A N/A
49080
gszecsenyi
SchemaVault Claim
MCP server for storing and retrieving database schema information for LLMs. Ena…
N/A N/A
49081
pipeworx-io
Access Baltimore open data (data.baltimorecity.gov) via ArcGIS REST API, enabli…
49082
McpService
MCP server for macOS that enables photo capture and video recording using the s…
N/A N/A
49083
MukundaKatta
case-mcp Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
49084
picsha-ai
MCP server for Picsha AI platform enabling LLMs to search, upload, and manage d…
N/A N/A
49085
Sub-lime-time
obsidian-mcp Claim
A Python MCP server for accessing and managing Obsidian vaults, providing tools…
N/A N/A
49086
antonio-mello-ai
Read-only Redis monitoring — queue depths by type, Celery queue status, connect…
N/A N/A
49087
gitayg
AppCrane Claim
AppCrane is the self-hosted home for the apps your AI builds and your AI deploy…
49088
zriyansh
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
N/A N/A
49089
gbfeliped
mcp-postgres Claim
Read-only PostgreSQL MCP server that enables running SELECT queries, listing ta…
49090
Akdag94
vps-ops-mcp Claim
A safe, structured MCP server that lets AI inspect and operate a VPS through ty…
N/A N/A
49091
borinquenkid
rlm-mcp Claim
Transforms your local repository into a shared project brain using recursive re…
N/A N/A
49092
meetronwilson
VibeOps MCP Claim
Enforces structured product development through contract-based validation of mo…
N/A N/A 95
49093
kanzelsberger
Provides live App Store rankings, charts, app details, reviews, and search acro…
49094
thegobi
ITHZ MCP Claim
Local-first deterministic project memory for AI coding agents, with context pac…
N/A N/A
49095
pawankumar94
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
49096
emmanueltsallis
Local-first MCP server for discovering, downloading, and analyzing official IBG…
N/A N/A
49097
Magnazee
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
49098
chaba11
MCP server exposing Montevideo public transportation data (STM) as tools for AI…
49099
dream-star-end
An MCP server that automates project task breakdown, dependency management, and…
N/A N/A
49100
dotlab-hq
ImageMcp Claim
A full-featured image processing MCP server for AI assistants, exposing ~55 too…
N/A N/A
Showing 49051–49100 of 67226 servers
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