MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37701
GarfieldHuang
A read-only MCP server for MS SQL Server, written in Python. Lets AI agents que…
37702
RistrixOP
freecrawl Claim
Open-source web scraping MCP server with anti-bot bypass, enabling AI models to…
37703
halvrenofviryel
Enables verification of AI coding agent self-reports against git diff truth and…
N/A N/A
37704
crmchattie
plaid-mcp Claim
MCP servers for the Plaid API, providing tools to access Plaid financial data a…
N/A N/A
37705
yusufaf
tf2-wiki-mcp Claim
Gives LLMs live, accurate access to Team Fortress Wiki content, enabling search…
37706
kimhjort
Tells you when your favourite football teams play and where to watch in Denmark…
37707
MaddozS
Proxies the local Affinity MCP server over stdio, enabling tools to call Affini…
N/A N/A
37708
ish-cs
Enables reading and sending iMessages through Poke via a local Mac server, with…
N/A N/A
37709
the-abraar
Tipsoi MCP Claim
Read-only MCP server for the Tipsoi HRM API, exposing 15 tools to read employee…
37710
schuchev
hw_rag_mcp Claim
MCP server that indexes a knowledge base into Chroma and provides search tools …
N/A N/A
37711
cipher-preet
Read-only MCP server for MongoDB ERP analytics with catalog-driven collection a…
N/A N/A
37712
niellevince
A simple Model Context Protocol server that provides a hello world greeting too…
37713
ilya7-eng
Agent-to-agent marketplace: AI agents list and buy data, services and compute. …
37714
mikeh-22
A Model Context Protocol (MCP) server that lets AI assistants interact with Tra…
37715
Skye-flyhigh
mnemo-mcp Claim
Portable cognitive memory for AI agents with semantic search, decay, and dedupl…
N/A N/A
37716
mstuart
Enables AI agents to interact with any GraphQL API by introspecting the schema …
37717
gauravsaini
Provides AI assistants with comprehensive access to Gluestack UI components, so…
37718
GregBaugues
Enables interaction with a Token Bowl fantasy football league through the Sleep…
37719
osherai
Enables AI assistants to manage campaigns, users, backlinks, keywords, and SEO …
37720
jasonwagao
Deterministic Chinese divination APIs (BaZi/QiMen/ZiWei/MeiHua/LiuYao/LiuRen) x…
N/A N/A 83
37721
paivapiovesan
next-finance Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
N/A N/A
37722
node2flow-th
Supabase MCP Claim
MCP server for Supabase, enabling database CRUD, storage management, auth admin…
37723
psyb0t
HybridS3 Claim
Lightweight object storage with S3, HTTP, and MCP interfaces, enabling AI agent…
N/A N/A
37724
truetick-gg
truetick-mcp Claim
Manage TrueTick Minecraft hosting servers from AI agents: create/start/stop, li…
37725
Evil-Bane
eyebrowse Claim
Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server o…
N/A N/A
37726
Aiyakami
PWN-MCP Claim
A CTF Pwn AI-assisted debugging platform based on MCP, enabling AI to directly …
N/A N/A
37727
borod108
Gives Claude Code full control over tmux sessions, windows, and panes, with an …
N/A N/A
37728
atBuba
MCP server providing real-time public transport data for Tomsk, including route…
N/A N/A
37729
bxetech
Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, fundin…
N/A N/A 83
37730
D1DX
make-mcp Claim
This MCP server provides integration with Make.com (formerly Integromat) for wo…
N/A N/A
37731
BrendanL79
Deterministic Brotato theorycrafter MCP server: facts and math, not guesses or …
N/A N/A
37732
smurfy92
MCP server bridging Claude Code to the OpenClaw gateway management plane via JS…
N/A N/A
37733
edgeseek
Enables AI assistants to manage LXD containers and virtual machines through a s…
37734
wang-junjian
Enables listing datasets, creating chat assistants, and chatting with them via …
37735
clauxel
A paid remote MCP for agent memory MCP, built to return verdicts, receipts, usa…
37736
trisetiohidayat
Provides tools for querying and updating Notion database rows by exact property…
37737
pipeworx-io
mcp-speedrun Claim
Enables AI agents to query Speedrun.com data through the official API, supporti…
37738
folosat-mcp Claim 1
Folosat MCP — income allocation, savings goals, group expenses and wealth track…
N/A N/A 81
37739
sylweriusz
mcp-ai-voice Claim
Enables AI agents to synthesize natural speech using either platform system voi…
N/A N/A
37740
MeltFlexDevs
MeltFlex AI Claim
AI interior design — restyle rooms, place furniture, and virtually stage spaces…
N/A N/A
37741
encoded-evolution
A lightweight MCP server that accepts event envelopes, maps them to configurabl…
N/A N/A
37742
manar.benkraouda
browserbase Claim
N/A N/A 95
37743 N/A N/A 95
37744
shivam-singh-git
recap-mcp Claim
Open-source MCP server giving Claude persistent project memory via plain markdo…
N/A N/A
37745
lgrosales
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
37746
baoduy
A FastMCP server for interacting with Microsoft Entra ID via the Microsoft Grap…
37747
Akka-Finance
mcp-server Claim
MCP server for AKKA Finance DEX aggregator — swap quotes, routes, and execution
N/A N/A
37748
unifapi-agent
skills Claim
AI agent skills for UnifAPI MCP and public-data workflows
N/A N/A
37749
styfinity
Enables running the entire LinkedIn sales motion inside Claude Code, including …
N/A N/A
37750 N/A N/A 95
Showing 37701–37750 of 67181 servers
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