MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68351
gsaccardi
Dichiarino Claim
Enables AI assistants to help compile the Italian Modello 730 income tax return…
— ○ ⏳ — N/A N/A — — —
68352
Rodriguespn
A Code Mode MCP server for the e2b API, giving agents three tools (search, exec…
— ○ ⏳ — N/A N/A — — —
68353
sravanism
The Microsoft OSS MCP server exposes tools to discover & validate trusted Micro…
— ○ ⏳ — N/A N/A — 95 —
68354
deifos
screenslick Claim
Enables AI agents to control the ScreenSlick browser video editor, supporting t…
— ○ ⏳ — N/A N/A — — —
68355
holdings-io
Holdings Claim
Let your AI send invoices and take payment — card or ACH. Free.
— ○ ⏳ — — — — — —
68356
metaember
pushover-mcp Claim
A tiny MCP server that sends push notifications through Pushover, supporting me…
— ○ ⏳ — — — — — —
68357
ConnorBritain
Read-only Model Context Protocol server for Microsoft SQL Server, enabling safe…
— ○ ⏳ — — — — — —
68358
3xpr1ment
repiscope Claim
Read-only MCP server: your agent sees all your sibling repos but structurally c…
— ○ ⏳ — N/A N/A — — —
68359
falcoschaefer99-eng
Enables Claude to speak text with an embedded audio player, supporting 54 voice…
— ○ ⏳ — N/A N/A — — —
68360
NORTHTEKDevs
Praxis Claim
Gives AI assistants a reliable memory for proven, verified skills, enabling the…
— ○ ⏳ — N/A N/A — — —
68361
alexgenovese
Spawn headless OpenCode workers on cheap models to delegate expensive tool-usin…
— ○ ⏳ — N/A N/A — — —
68362
nik-red
Enables AI assistants to execute Python functions and system commands via Strea…
— ○ ⏳ — N/A N/A — — —
68363
ezhuk
A lightweight MCP server that connects LLM agents to BACnet devices for buildin…
— ○ ⏳ — — — — — —
68364
neerajhanda
Captures full-monitor screenshots and returns them as base64 inline or saved fi…
— ○ ⏳ — N/A N/A — — —
68365
workadu
Enables AI assistants to interact with Workadu data through natural language, m…
— ○ ⏳ — — — — — —
68366 — ○ ⏳ — N/A N/A — 95 —
68367
moekatib
Integrates with the Pica API platform to enable seamless interaction with vario…
— ○ ⏳ — — — — — —
68368
nailmailster
Enables AI clients to interact with a LightRAG knowledge graph server via MCP, …
— ○ ⏳ — — — — — —
68369
kevics1
A geographic ontology layer MCP server that exposes hierarchical relations, top…
— ○ ⏳ — N/A N/A — — —
68370
MealMasteryAI
mcp-server Claim
AI meal planning: generate weekly plans, manage recipes, and send groceries to …
— ○ ⏳ — N/A N/A — 83 —
68371 — ○ ⏳ — N/A N/A — 95 —
68372
axel-belfort
QR code generation API for AI agents. Generate QR codes from any text or URL: b…
— ○ ⏳ — — — — 81 —
68373
restnfeel
digiloglabs Claim
digiloglabs mcp
— ○ ⏳ — N/A N/A — 95 —
68374
seekingalpha
git-log-mcp Claim
Enables querying git commit history to analyze when and why code changes happen…
— ○ ⏳ — N/A N/A — — —
68375
adam-paterson
A serverless proxy for the Graphiti MCP server, enabling AI agents to maintain …
— ○ ⏳ — — — — — —
68376
christophejlegros-lgtm
Integrates a bio-hybrid neuromorphic simulation pipeline with SNN, consciousnes…
— ○ ⏳ — — — — — —
68377
saezbaldo
Audit agent-distribution surfaces and create an evidence-based distribution pla…
— ○ ⏳ — — — — — —
68378
intruder-io
test Claim
— ○ ⏳ — N/A N/A — 95 —
68379
izhengnan
autowiki-mcp Claim
Automatically generates comprehensive wiki documentation from any codebase, inc…
— ○ ⏳ — N/A N/A — — —
68380
bobmatnyc
notion-mpm Claim
Enables interaction with Notion workspaces through a comprehensive set of tools…
— ○ ⏳ — — — — — —
68381
gigimento
Enables AI assistants to interact with SQL Server databases through tools for c…
— ○ ⏳ — N/A N/A — — —
68382
aliomraniH
An MCP server that provides a shared memory layer for Claude across claude.ai, …
— ○ ⏳ — — — — — —
68383
bobby060
MCP server that integrates with AnyList for managing shopping lists, recipes, a…
— ○ ⏳ — — — — — —
68384
lreb
A local MCP server for Claude Desktop with persistent task management, file ope…
— ○ ⏳ — N/A N/A — — —
68385
CentralInfraCore
Compiles and routes context from trust-domain sources (session, workdir, knowle…
— ○ ⏳ — — — — — —
68386
subsquid-labs
Query onchain data across EVM, Solana, Bitcoin, Substrate, and Hyperliquid via …
— ○ ⏳ — — — — — —
68387
sumit-1492
MCP server for Claude Desktop providing access to Google Sheets, Gmail, and Goo…
— ○ ⏳ — N/A N/A — — —
68388
mcurmi05
vdiff Claim
Breaking-change diffs for npm packages, served over REST and MCP, so coding age…
— ○ ⏳ — — — — — —
68389
hezeclark
devkits Claim
12 local developer tools: JSON, Base64, JWT, regex, hash, UUID, Markdown, diff,…
— ○ ⏳ — N/A N/A — 95 —
68390
Difz25x
MCP server for controlling and reverse engineering Roblox games, providing 132 …
— ○ ⏳ — N/A N/A — — —
68391
janfincke
An MCP server that provides AI assistants with access to the EARLY time trackin…
— ○ ⏳ — — — — — —
68392
kumard3
Ghosthand Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
— ○ ⏳ — N/A N/A — — —
68393
ribeck18
Enables AI agents to interact with a user's Fill-Rite fuel management system, w…
— ○ ⏳ — — — — — —
68394
ysalitrynskyi
opn-mcp Claim
Shorten links, read click analytics, generate branded QR codes, and manage link…
— ○ ⏳ — — — — — —
68395
ricardopera
A TypeScript-based MCP server for generating custom images and icons using AI (…
— ○ ⏳ — N/A N/A — — —
68396
thamaraiselvam
A Model Context Protocol (MCP) server that connects AI assistants to Jira and C…
— ○ ⏳ — — — — — —
68397
BillyTheManBot
trust-mcp Claim
MCP server that enables AI agents to verify each other's trust scores, register…
— ○ ⏳ — — — — — —
68398
ygrenzinger
jira-mcp Claim
Comprehensive MCP server for Jira integration, enabling issue management, searc…
— ○ ⏳ — — — — — —
68399
M0hc3n
Enables AI assistants to navigate, search, and analyze academic materials organ…
— ○ ⏳ — — — — — —
68400
ibm-self-serve-assets
Enables natural language interactions for creating, querying, updating, and del…
— ○ ⏳ — — — — — —
Showing 68351–68400 of 68948 servers