MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63201
mgorabbani
askdb Claim
Self-hosted MCP server that bridges your MongoDB or PostgreSQL database to AI a…
N/A N/A
63202
Reaper-Forge
mrholmes Claim
Enables users to execute OSINT tasks from 88 catalogued repositories through sa…
N/A N/A
63203
Bonifatius94
myscrape Claim
A self-contained web-research MCP server that lets local LLM agents search, fet…
63204
umutckem
Enables students to securely access and manage their academic data from Isparta…
63205
deja111vu
docuflow Claim
Provides a unified interface for AI agents and scripts to read, create, and edi…
N/A N/A
63206
wmarceau
canva-mcp Claim 1
MCP server for Canva - create designs, manage assets, use templates, export gra…
N/A N/A 83
63207
seonix-ai
Lets any AI agent audit any website for SEO, GEO/AEO, and speed problems, repor…
63208
yzheeng
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
N/A N/A
63209
salutaris91
A lightweight, local MCP server for Mac that replicates a 3-stage LLM council w…
N/A N/A
63210
intelligent-staffing-systems
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
81
63211
obto-inc
OBTO Claim
Your AI builds, deploys, and runs full-stack apps on a hosted workspace created…
63212
nubo-db
Dynoxide Claim
A DynamoDB-compatible database engine (Rust, SQLite-backed) whose MCP server ex…
63213
brickshubkuwait
Roster Claim
Enables querying your team's work (stats, overdue, workload, active members, et…
63214 N/A N/A 95
63215
PierrunoYT
An MCP server that enables high-quality image generation using OpenAI's GPT-Ima…
81
63216
BillyNoyes
alpine-mcp Claim
Provides the complete Alpine.js documentation as resources, enabling AI assista…
N/A N/A
63217
Zuga-luga
zugabot Claim
Paid dev services for AI agents: code review, bug-fix, tests, docs, audits. USD…
63218
kaushikthakur97
autokg Claim
Turns warehouse/lakehouse tables into a governed entity-relationship knowledge …
63219
faith-tools
Provides guided prayers, semantic search, and pastoral care tools (encouragemen…
N/A N/A
63220
JcBouquin
Enables users to fetch and display various types of jokes (Chuck Norris, Dad jo…
81
63221
taiseimiyaji
Enables AI assistants to interact with the Toggl time tracking API to manage ti…
N/A N/A 95
63222
seanshin0214
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
N/A N/A 95
63223
kojott
mailmcp Claim
Your mailboxes in ChatGPT and Claude: Gmail, iCloud, Fastmail, any IMAP. Passwo…
63224
Cymosoft
Cymosoft Claim
Cymosoft JSC profile and case studies (EN/JA) plus Japanese text utilities (文字数…
63225
patanjali-22
mcpRAG Claim
Enables answering Formula 1 FAQ questions via vector search and web search usin…
N/A N/A
63226
mfbahc
Colter Claim
MCP server for agentic commerce checks, fixes, Lens, tests, and Evidence Packs.
N/A N/A
63227
fastmcp-me
A local MCP server implementation that interacts with DuckDB and MotherDuck dat…
63228
rirko
MCP server for managing appointments on the Shanghai SHDC site, handling captch…
N/A N/A
63229
joeswann
An MCP server that enables Claude and other clients to manage personal finances…
63230
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
63231
travisfleish
Read-only MCP server for monitoring public RSS and Atom feeds from competitor a…
63232
pipeworx-io
data-detroit Claim
Provides access to Detroit open data via ArcGIS REST API, enabling querying and…
63233
chloepilonv
Enables Claude to control NVIDIA Isaac Lab for RL training, environment managem…
N/A N/A
63234
Ilevk
Read-only X/Twitter research MCP server using xAI's Responses API. Supports OAu…
N/A N/A
63235
arkty
Enables executing SQL queries, exploring database schemas, and exporting result…
63236
MikeAtPinnacle
toggl-mcp Claim
Enables to manage Toggl time entries, projects, tasks, and timers through natur…
63237
MGM-FALCON
quelllm-mcp Claim
MCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM …
N/A N/A
63238
PetitOnes
Enables reading and updating relationship data (likes, dislikes, important info…
N/A N/A
63239
kraken426
mcp Claim
N/A N/A 95
63240
Pranav-d33
Enables natural language control of a live GNU Radio SDR flowgraph, allowing us…
N/A N/A
63241
deepentropy
Databento MCP Claim 1
A Model Context Protocol server that provides access to Databento's historical …
81
63242
guinacio
MCP server integrating multiple Google Workspace services including Gmail, Cale…
N/A N/A
63243
devcer
Enables Open Payments operations such as creating incoming payments, quotes, an…
N/A N/A
63244
brunoflma
Self-hosted MCP connector for querying Brazilian legal jurisprudence via Jurisp…
63245
oogdevs
clawtube-mcp Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
N/A N/A 95
63246
Adi-204
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
N/A N/A
63247
tronschell
KanbanThing Claim
Create and drive KanbanThing kanban boards. No account, no API key, board link …
63248
jeamxn
Automates multi-step login to KT bizmeka EZ portal with RSA encryption, SMS 2-f…
63249 N/A N/A 95
63250
abhchoug
Exposes CHIM change-management workflows (changes, outages, retros, and change …
Showing 63201–63250 of 67291 servers