MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43501
pyroprompts
Bridges STDIO MCP clients to Streamable HTTP MCP servers, allowing any STDIO-su…
43502
Yamidor
Remote MCP server that exposes a generate_image tool allowing Claude to generat…
43503
sfz009900
MCP server that generates images using Gemini models via an OpenAI-compatible g…
N/A N/A
43504
albertor03
MCP server to interact with the QMetry for Jira API, enabling management of tes…
43505
rodaddy
Enables comprehensive management of Proxmox virtualization environments, includ…
43506
MukundaKatta
dns-mcp Claim
Resolves DNS records (A, AAAA, MX, etc.) for a given hostname using Node's buil…
43507
gabrielmahia
MCP server for Kenya environment — NEMA permits, climate data, conservation are…
N/A N/A
43508
FayezBast
mcptestingwm Claim
A minimal MCP server for validating connectivity to World Monitor, exposing too…
43509
bruzethegreat
Transforms Claude into a GSAP animation expert with AI-powered natural language…
N/A N/A 95
43510
fastmcp-me
Enables interaction with Chronulus AI forecasting and prediction agents through…
43511
dbuxton
Enables AI agents to edit Google Docs via text anchors rather than character in…
N/A N/A
43512
faisalkcmvp
A NestJS MCP server that extracts tables from documents (PDF, etc.) into a sing…
N/A N/A
43513
lighthousegrouptr-commits
Enables Claude.ai to connect to a Hermes MCP server via OAuth 2.1 authorization…
43514
AKSHAYBITLINGU
Tracks and manages personal expenses with tools to add, view, filter by categor…
N/A N/A
43515
Jorgelaw
Enables Obsidian vault to act as an MCP server for Claude and as an MCP client …
N/A N/A
43516
ChipBaskets
Provides six tools for LLM infrastructure: model recommendation, availability c…
43517
Palapangpond
MCP server for assisting in SAP ABAP CDS Views development on Eclipse ADT. Prov…
43518
budhasantosh010
A quality-first multi-agent reasoning framework with fractal verification, adve…
N/A N/A
43519
iiTzSenn
sens Claim
Provides MCP tools for Claude Code to query a project's codebase via a compact …
N/A N/A
43520
ikari-software
Fibaro MCP Claim
Enables control of Fibaro Home Center devices, scenes, variables, and system ad…
43521
MCP-Mirror
Connects Claude to Anki flashcard software via AnkiConnect, enabling users to r…
N/A N/A 95
43522
piotron
MCP server for querying connected WiFi devices from MikroTik RouterOS, enriched…
N/A N/A
43523
motorfunnydev
An MCP server that provides AI agents with direct read/write access to Sitecore…
43524
hdent1232
Connects Claude to live U.S. Congress stock trades and institutional 13F holdin…
43525
coreviz
CoreViz MCP Claim
Exposes a visual library with semantic search, tagging, editing, and management…
N/A N/A
43526
skyttedk
Global mailbox and address book for AI agents, enabling asynchronous messaging …
43527
UnCooe
Enables AI agents to investigate backend incidents by executing runbooks that g…
43528
vigilancetrent
mcpforge Claim
A Python library to build MCP servers with decorators, auto-generating JSON Sch…
43529
jyokm91-gif
Provides data-driven cover letter coaching by analyzing tone, keywords, and str…
N/A N/A
43530
Allentgt
An MCP server that gives LLM agents full access to Amazon DynamoDB, supporting …
43531
KerryanOPMace
Enables searching companies in the SIRENE database using SIREN, SIRET, or compa…
43532
jmagar
Soma Claim
Drop-in RMCP runtime for provider-backed MCP tools, prompts, resources, and age…
N/A N/A
43533
grandgaev
kwork-mcp Claim
Enables AI-powered management of Kwork.ru freelance tasks, including orders, me…
N/A N/A
43534
jacob-hartmann
onenote-mcp Claim
Enables AI assistants to read, write, and manage Microsoft OneNote notebooks, s…
N/A N/A
43535
elimyliu
Enables AI assistants to generate high-quality images using Volcano Engine's Se…
43536
technoriver
chordsynth Claim
Render a chord progression to WAV. Supports 28 named presets or custom chord st…
N/A N/A 95
43537
doomsun-dev
Solarium Claim
A knowledge base MCP server backed by Qdrant vector database with local embeddi…
N/A N/A
43538
weppa-cloud
Provides AI agents with tools to access Material 3 design components, design to…
43539
jegor377
A lightweight MCP server providing everyday developer utilities such as JSON fo…
N/A N/A
43540
Tok
Enables AI assistants to control SuperCollider audio synthesis via OSC, support…
N/A N/A
43541
markswendsen-code
Automates Spectrum/Charter ISP account management tasks such as viewing account…
N/A N/A
43542
NeuroviaLabs
pg-mcp Claim
Enables read-only PostgreSQL database access with query, table listing, and sch…
43543
iduryodhanrao
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
N/A N/A
43544
net9876
Enables AI agents to query an approved Terraform module registry and generate c…
N/A N/A
43545
walac
perf-mcp Claim
Enables LLMs to analyze Linux perf data files using 26 perf analysis commands, …
N/A N/A
43546
rahulnayanegali
MCP server that guides an AI agent through stack trace triage, from raw error t…
N/A N/A 95
43547
aanandharuban
Enables AI agents to create and edit Zoho Analytics chart reports, run SQL quer…
43548
cmagorian
TrainHeroic Claim
Allows for management of TrainHeroic Athlete accounts via MCP and the unofficia…
43549
jnuo
Salta Claim
Mobile-first AI life planner — turn goals into daily, synced tasks from your AI…
43550
virinchisai
Enables secure enterprise AI agents to access internal tools like GitHub, Gmail…
Showing 43501–43550 of 67197 servers
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