MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57901
shaneholloman
Provides code collection and project structure reporting tools for code analysi…
N/A N/A
57902
DileepWick
Authoritative Taiho Toyota Bearing Catalogue MCP server. Provides high-fidelity…
57903
chiragsharma0794
A multi-agent operations assistant that answers business questions by searching…
N/A N/A
57904
OnStepNinja
LUNA Claim
ESP32-based Streamable HTTP MCP server with embedded Lua scripting engine. Brid…
N/A N/A
57905
cyanheads
Passive external attack-surface mapping: CT subdomains, DNS, TLS, HTTP posture,…
N/A N/A
57906
blumaa
ds-mcp-sync Claim
Syncs design tokens and components from Figma to a Design System codebase, enab…
N/A N/A
57907
chicoIA
mcp-glpi-it4 Claim
Integrates with GLPI IT4Solução API v2.3 (OAuth2) to manage tickets, computer i…
57908
hasna
todos Claim
MCP server for task management, project knowledge, workspace trust, runner sand…
N/A N/A
57909
mybytecode
fetch Claim
N/A N/A 95
57910
tan-yong-sheng
MCP server for Mistral AI providing OCR, TTS, and STT capabilities via Voxtral.
N/A N/A
57911
fastmcp-me
Enables PDF manipulation including text, images, annotations, form fields, page…
N/A N/A
57912
n-backman
A self-hosted MCP server that wraps the official Todoist AI package to provide …
81
57913
owen-nash
A Model Context Protocol (MCP) server that provides access to the Fastmail API,…
57914
alptekin
Persistent long-term memory for Claude Desktop / Claude Code, backed by Evoluti…
N/A N/A
57915
cuevacelis
A read-only MCP server for PostgreSQL that enables safe database introspection …
N/A N/A
57916
bountylens
Connects Claude Code to BountyLens Hunter Tracker for managing bug bounty hunt …
57917
0xAkuti
Multi-AI Consensus Tool: Query multiple AI models in parallel, synthesize respo…
57918
globodai-group
Enables users to manage Waalaxy LinkedIn automation campaigns through MCP tools…
N/A N/A
57919
KehengZhu
SWMF MCP Server enables AI agents to work with the Space Weather Modeling Frame…
N/A N/A
57920
IlyaGusev
mle_kit_mcp Claim
Provides ML engineering tools including local/remote bash, text editor, file se…
57921
Pushary
Pushary Claim
Push notifications and human-in-the-loop approvals for AI agents, with a cross-…
57922
ELumya
mcp-openalex Claim
MCP server for the OpenAlex scholarly database, providing AI agents with tools …
57923
iskifogl
Enables Gmail, Google Calendar, and Google Drive access through the Model Conte…
57924
groupdocs-redaction
MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image …
N/A N/A
57925
Wavix
Wavix Claim
Hosted MCP server for the Wavix telecom platform: SMS, voice, 2FA, SIP, numbers…
57926
quavedev
Enables AI assistants to interact with Monti APM for Meteor application perform…
81
57927
jtxmp
Gives AI assistants image generation and editing capabilities through OpenRoute…
N/A N/A
57928
rubbish03
Generates JSON for Roblox Studio 3D models from natural language prompts using …
57929
luckeyfaraday
agentloop Claim
MCP server that enables AI agents to run a deterministic orchestration loop wit…
57930
ss26367098
RawTrace MCP Claim
Records raw DOM mutations and network events during AI agent browser interactio…
57931
neerajhanda
Captures full-monitor screenshots and returns them as base64 inline or saved fi…
N/A N/A
57932
clauxel
A paid remote MCP for AI SDK MCP gateway registry, built to return verdicts, re…
57933
rrjoson
test-mcp Claim
A minimal test MCP server built with TypeScript, demonstrating basic Model Cont…
N/A N/A
57934
chatre7
An MCP server that provides tools to interact with the JSONPlaceholder fake RES…
N/A N/A
57935
deruke
asi-mcp Claim
AI-powered Attack Surface Intelligence server that exposes industry-standard pe…
N/A N/A
57936
liuhaotian2024-prog
gov-mcp Claim
An MCP server that enforces runtime governance on AI agent actions — file acces…
N/A N/A
57937
Topolo98
Enables natural language interaction with Power BI Desktop via MCP, allowing DA…
N/A N/A
57938
flo-distrify
A FastMCP runtime that lets AI tools search electronic components, prices, and …
57939
turbot
Connects AI assistants to Turbot Guardrails for natural language exploration, a…
57940
murphysean
mcp-firefox Claim
Connects to Firefox's Remote Debugging Protocol over TCP, exposing browser DevT…
N/A N/A
57941
evrenonur
MCP server for managing AIProject tasks and projects, providing CRUD operations…
57942
enmanuelmag
heimdall-mcp Claim
Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…
57943
ModelBound
Local-first MCP server for agent skills. Validate, lint, diff, and convert acro…
N/A N/A
57944
Benrishty
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
57945
AndrewHossam
Rumble MCP Claim
Provides AI assistants with access to TheRumble.app investment research data fo…
57946
midodimori
Enables interaction with GitLab projects, merge requests, issues, and code revi…
57947
PlumyCat
An MCP server that gives Claude persistent memory by storing conversation conte…
57948
rlgrpe
camoufox-mcp Claim
Enables browser automation with anti-detection features, including navigation, …
N/A N/A
57949
Basis-sh
basis Claim
N/A N/A 95
57950
pr1m8
AI-agent ready FastMCP server for Polymarket market discovery, wallet analytics…
Showing 57901–57950 of 58073 servers