MCP Server Quality Scores

Independent quality analysis of 43656 public MCP servers

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43656
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29479
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2111
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16952
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Last updated 49 minutes ago

Grade Distribution

Score Distribution

Newly Added

data-enrichment F intelligence-gateway F MCP Compliance Preflight F Octopad F Immo API — DVF immobilier France F

Biggest Gainers

theothers +30 aTars MCP +1 Swarm Tips — Aggregated AI Agent Activities +1

Biggest Drops

SaaS Browser -4 Correkt: The AI-Native Online Marketplace for Physical Products -3 library -2
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34801
workspace
Enables AI assistants to interact with the Bybit cryptocurrency exchange via th…
 — ○ ⏳ — — — — — —
34802
raumnebenan-mcp Claim 1
raumnebenan-mcp MCP server (remote, JSON-RPC 2.0)
 — ○ — N/A N/A — 81 —
34803
inite-ai
Enables AI agents to authenticate users, manage calendar events, create meeting…
 — ○ ⏳ — — — — 81 —
34804
stevenayl
An MCP server that integrates with Missive App allowing users to create, manage…
 — ○ ⏳ — N/A N/A — 95 —
34805
Yet Another Yandex Wiki MCP Server.
 — ○ — N/A N/A — 81 —
34806
simonedelvecchio93-ops
homeradar-mcp
 — ○ ⏳ — N/A N/A — — —
34807
yesidevelop
MCP server providing business tools for customer support and account management…
 — ○ ⏳ — N/A N/A — — —
34808
mdnaimul22
High-performance autonomous MCP server that turns LinkedIn into an API for AI w…
 — ○ ⏳ — N/A N/A — — —
34809
ActaLumen
Enables AI agents to upload, verify, and chat about documents for compliance (e…
 — ○ ⏳ — — — — — —
34810
mantrakp04
Local development bridge between TanStack Devtools and MCP-capable coding agent…
 — ○ ⏳ — N/A N/A — — —
34811
apideck
Model Context Protocol server for the Apideck Unified API. Connect any MCP-comp…
 — ○ ⏳ — — — — 81 —
34812
pipeworx-io
Nih Reporter Claim
NIH RePORTER MCP — every NIH-funded research project (free, no auth)
 — ○ ⏳ — — — — — —
34813
CSOAI-ORG
jwt-ai-mcp Claim
jwt-ai-mcp MCP server by MEOK AI Labs
 — ○ ⏳ — N/A N/A — — —
34814
clauxel
Remote MCP for Android CLI agent build gate, structured receipts, audit logs, a…
 — ○ ⏳ — — — — — —
34815
codeitalldev
codeitall Claim
Behavioral oracle for Rust crate APIs: runtime behavior, yank/advisory, depreca…
 — ○ ⏳ — — — — — —
34816
thinhbv
Enables AI assistants to interact with TradingView Desktop charts for analysis,…
 — ○ ⏳ — N/A N/A — — —
34817
code-yeongyu
Exposes Language Server Protocol (LSP) tools such as diagnostics, goto definiti…
 — ○ ⏳ — N/A N/A — — —
34818
mormubis
MCP server for ProjectionLab — export, snapshot, and restore your financial pla…
 — ○ ⏳ — N/A N/A — — —
34819
SzeMeng76
A comprehensive MCP server that provides seamless access to Yahoo Finance stock…
 — ○ ⏳ — — — — — —
34820
cledupe
Enables AI assistants to answer natural language questions about data in CSV fi…
 — ○ ⏳ — N/A N/A — — —
34821
vanmoose-apis
197 MCP tools from 74 developer APIs — screenshots, email, NLP, WHOIS, QR, PDF,…
 — ○ ⏳ — N/A N/A — 75 —
34822
Elvisaryan
AIOps MCP Claim
A multi-agent MCP server that turns LLMs into an autonomous incident-response c…
 — ○ ⏳ — — — — — —
34823
Real-time web search, reasoning, and research through Perplexity's API
 — ○ — N/A N/A — 81 —
34824
clauxel
AI agent run monitoring with incident replay and SLA receipts.
 — ○ ⏳ — — — — — —
34825
heltonteixeira
Provides RAG capabilities for semantic document search using Qdrant vector data…
 — ○ ⏳ — — — — 81 —
34826
Nishant-Chaudhary5338
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScri…
 — ○ ⏳ — N/A N/A — — —
34827
KrishnaMuddala
MCP Chat Claim
Enables interactive chat with a local LLM using MCP architecture for document m…
 — ○ ⏳ — N/A N/A — — —
34828
ignatenkofi
docshelf-mcp Claim
docshelf-mcp manages AI-friendly document collections — converts PDFs and Markd…
 — ○ ⏳ — N/A N/A — — —
34829
Schedule Docker builds via Windows Task Scheduler — survives VS Code terminal t…
 — ○ — N/A N/A — 81 —
34830
aixsignal
smithly Claim
— ○ ⏳ — N/A N/A — 95 —
34831
nikhilgogulwar
Execution layer for UniversalBench MCP, enabling code execution, bash, web sear…
 — ○ ⏳ — — — — — —
34832
ccperdst-lab
agent-mem0 Claim
Provides persistent cross-session memory for Claude Code, enabling it to rememb…
 — ○ ⏳ — N/A N/A — — —
34833
HeurisTech
A Model Context Protocol server that enables AI assistants to create, control, …
 — ○ ⏳ — — — — — —
34834
hGf-hansheng
ca Claim
— ○ ⏳ — N/A N/A — 95 —
34835
keurcien
An MCP server for Claude Desktop that allows users to query data from selected …
 — ○ ⏳ — N/A N/A — 95 —
34836
akumachan-v
A comprehensive Model Context Protocol server that enables AI agents to interac…
 — ○ ⏳ — — — — 81 —
34837
cortex8
Enables AI assistants to access comprehensive SEO data through DataForSEO APIs,…
 — ○ ⏳ — — — — 81 —
34838
rithinpullela
Enables interaction with OpenSearch clusters, providing tools to list indices, …
 — ○ ⏳ — N/A N/A — — —
34839
Realitim
Ultiplace Claim
Create and manage virtual trade shows (halls, stands, conferences) and referenc…
 — ○ ⏳ — — — — — —
34840
MCP-Mirror
Enables querying financial data tables from Chinese financial websites (Tonghua…
 — ○ ⏳ — N/A N/A — 95 —
34841
frogeye-ai
Zero-config MCP security scanner for AI-generated apps. 25K+ vulnerability patt…
 — ○ ⏳ — — — — — —
34842
dravidsajinraj-iex
Generate professional diagrams from text descriptions using the Eraser API thro…
 — ○ ⏳ — N/A N/A — 95 —
34843
proframos
tdl-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
34844
CSOAI-ORG
api-tester-ai-mcp MCP server by MEOK AI Labs
 — ○ ⏳ — N/A N/A — — —
34845
adelaidasofia
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge …
 — ○ ⏳ — N/A N/A — — —
34846
elliotttate
pix-mcp Claim
Wraps Microsoft PIX's pixtool.exe to enable LLMs to launch and attach to D3D12 …
 — ○ ⏳ — N/A N/A — — —
34847
lazymac2x
api-landing Claim
Cloudflare Workers MCP server: api-landing
 — ○ ⏳ — — — — — —
34848
ahmedEid1
Read-only MCP over an agentic SLR workspace with per-claim citation verification
 — ○ ⏳ — — — — — —
34849
garagon
Aguara MCP Claim
Security scanner for AI agent skills and MCP servers
 — ○ ⏳ — N/A N/A — 95 —
34850
ssm82
Full VK MCP Claim
Model Context Protocol (MCP) server for VKontakte (VK) — the largest social net…
 — ○ ⏳ — N/A N/A — — —
Showing 34801–34850 of 43656 servers
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