MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27751
aitorgarcia21
ifg-tax Claim
International tax research — 213 jurisdictions, 500K+ legal documents.
 — ○ — N/A N/A — 83 —
27752
matteo-gabrielli
— ○ ⏳ — N/A N/A — 95 —
27753
ololand-ai
ololand-dd Claim
OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cro…
 — ○ ⏳ — — — — — —
27754
ThomasViennet
referencime Claim
Identifiez les meilleurs spots netlinking selon leur performance Google réelle.
 — ○ — N/A N/A — 86 —
27755
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to query…
 — ○ ⏳ — — — — 81 —
27756
zb2947244682
Enables AI to create, edit, and batch generate JSON data with advanced rule eng…
 — ○ — — — — 81 —
27757
civic
Give your AI agents a verified identity, scoped permissions, audit trails, and …
 — ○ — N/A N/A — 95 —
27758
pipeworx-io
art Claim
Art MCP — Metropolitan Museum of Art Collection API (free, no auth)
 — ○ ⏳ — — — — — —
27759
Tactual Claim
Screen-reader navigation cost analyzer. Scores AT user effort to find, reach, a…
 — ○ ⏳ — N/A N/A — — —
27760
Enables querying PostgreSQL database metadata including table lists and schema …
 — ○ ⏳ — — — — — —
27761
jpeggdev
Provides MCP integration for Harvest's time tracking, project management, and i…
 — ○ — N/A N/A — 95 —
27762
daejung83
Live real estate market data for 895 US metros. Ask your AI assistant about hom…
 — ○ ⏳ — — — — — —
27763
rendoc Claim
Generate professional PDFs from Claude, Cursor, and other AI tools. Create invo…
 — ○ ⏳ — — — — — —
27764
Forage-mcp Claim
MCP server giving AI agents real-time web search, page scraping, company intell…
 — ○ ⏳ — — — — — —
27765
Mnemo Cortex Claim
Persistent semantic memory for AI agents — hybrid SQLite + FTS5 with DAG-based …
 — ○ ⏳ — N/A N/A — — —
27766
Frisco MCP Claim
Enables AI assistants to shop on frisco.pl, Poland's online grocery store, with…
 — ○ ⏳ — N/A N/A — — —
27767
Pay-per-use contextual guidance for AI agents. When an agent loses direction, i…
 — ○ ⏳ — — — — — —
27768
A remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (…
 — ○ ⏳ — — — — — —
27769
z0lw
Enables route search and PDF generation using Japan's Ekispert API through a re…
 — ○ — — — — 81 —
27770
Argus Claim
One endpoint, five search providers. Search broker for AI agents with automatic…
 — ○ ⏳ — — — — — —
27771
FrankenClaw Claim
Modular MCP toolbox that gives AI agents controlled access to shell, files, Git…
 — ○ ⏳ — N/A N/A — — —
27772
bischoff99
Enables comprehensive shipping and order management through EasyPost and Veeqo …
 — ○ — — — — 81 —
27773
exposes a remote MCP endpoint so agents can: run strategy backtests by symbol/…
 — ○ ⏳ — — — — — —
27774
Auto dev Claim
Automotive Data for AI Agents
 — ○ ⏳ — — — — — —
27775
Enables AI agents to integrate Midtrans payments by providing comprehensive doc…
 — ○ ⏳ — — — — — —
27776
Enables AI agents to administer MetaMCP instances by managing servers, namespac…
 — ○ ⏳ — — — — — —
27777
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
 — ○ ⏳ — — — — — —
27778
KrystalView
AI agent access to website analytics, session replay, and anomaly detection.
 — ○ ⏳ — N/A N/A — — —
27779
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
 — ○ ⏳ — N/A N/A — — —
27780
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
 — ○ ⏳ — N/A N/A — — —
27781
TickerAPI Claim
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
 — ○ ⏳ — — — — — —
27782
23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack det…
 — ○ ⏳ — — — — — —
27783
MCP server that reads and writes the system clipboard — tables, text, code, JSO…
 — ○ ⏳ — N/A N/A — — —
27784
Provides structured, SQL-style query access to Notion databases, allowing Claud…
 — ○ ⏳ — — — — — —
27785
kevros-mcp Claim
Governance primitives for autonomous agents. Verify actions against policy, rec…
 — ○ ⏳ — — — — — —
27786
team-upgrade
This server acts as a bridge between your Notion workspace and your development…
 — ○ — N/A N/A — 95 —
27787
ZibZob3000-gh
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
 — ○ — — — — 81 —
27788
cgmzfy
mcp111 Claim
— ○ — N/A N/A — 95 —
27789
atimevil
Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, pe…
 — ○ — N/A N/A — 95 —
27790
fntyler
asdf Claim
— ○ ⏳ — N/A N/A — 95 —
27791
dnuzzolillo
test Claim
— ○ — N/A N/A — 95 —
27792
codingstark-dev
Enables users to check domain name availability across 877 TLDs, generate intel…
 — ○ — — — — 81 —
27793
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
 — ○ — N/A N/A — 83 —
27794
ribbit-br
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
 — ○ ⏳ — — — — — —
27795
clawrag
clawrag Claim
— ○ ⏳ — N/A N/A — 95 —
27796
Olostep MCP server for web scraping, google search and website urls search.
 — ○ — N/A N/A — 81 —
27797
lirad
A Shopify-focused MCP server that enables AI agents to manage store operations …
 — ○ — — — — 81 —
27798
danyelangel
browserbase Claim
— ○ — N/A N/A — 95 —
27799
professor2025usa
neo Claim
— ○ — N/A N/A — 95 —
27800
tercumantanumut
seline Claim
Seline is a local-first AI desktop application that brings together conversatio…
 — ○ — N/A N/A — 95 —
Showing 27751–27800 of 30006 servers
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