MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47501
AmanMakesStuff
mappls-mcp Claim
MCP server for Mappls (MapMyIndia) — India-first maps API for AI agents
N/A N/A
47502
sgreen7979
Collapses browser act-then-observe into single tool calls, returning immediate …
N/A N/A
47503
Aakashbhardwaj27
AI Scanner Claim
Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
N/A N/A 95
47504
Advocate-Cloud-Solutions
clio-mcp Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
N/A N/A
47505
NavinAgrawal
mcp-broker Claim
Local MCP broker that exposes one compact entry for many upstream servers.
N/A N/A
47506
fmangot
Enables AI assistants to perform structured, step-by-step reasoning by breaking…
81
47507
scopeblind
protect-mcp Claim
Security gateway for MCP servers. Shadow-mode logs, per-tool policies, optional…
N/A N/A 95
47508
diptigarg23
Enables semantic search over VTT transcript files using AI-powered structured s…
N/A N/A
47509
Aniruddha1202
Deployable MCP server on Cloudflare Workers without authentication, enabling AI…
N/A N/A
47510
PixdataOrg
CodeRide Claim
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
N/A N/A 95
47511
raphyduck
Self-hosted scheduler using Notion as control plane and Docker container with S…
47512
Pantani
Control Ableton Live from Claude, Cursor or Codex with LOM tools, device knowle…
N/A N/A
47513
adibaLLC
GCal-mcp Claim
A stateless Google Calendar MCP proxy that uses Baserow for OAuth management, e…
47514
iupulk
MCP server enabling Claude Desktop to answer questions from local Word and PDF …
N/A N/A
47515
Bloomidea
saft-mcp Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
N/A N/A
47516
d1dx2025
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
81
47517
dev-7bd0
55 tools. Verified public data — CVE/SBOM security audits, licence compliance, …
47518
subzeroid
MCP server for DataLikers — 29 hand-built tools for Instagram & TikTok data: us…
47519
CSOAI-ORG
UK Care Quality Commission (CQC) Single Assessment Framework compliance for car…
N/A N/A
47520
phyous
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
47521
pipeworx-io
Access and query City of Johnson City GIS open geospatial datasets (parcels, zo…
47522
Mason-Levyy
MyFitnessPal Claim
MCP server for MyFitnessPal: log, search, and analyze your food diary.
N/A N/A
47523
armatrix
twitter-mcp Claim
A lightweight Twitter MCP server for Claude Code with 17 tools for reading and …
47524
tspvivek
Enables to interact with Baasix Backend-as-a-Service operations including schem…
47525
dwinter3
Connects Claude Desktop to the OAPT MCP server for natural-language queries acr…
81
47526
1335907208
MCP server for reading local WeChat data, enabling AI assistants to query chat …
N/A N/A
47527
LZF1111
An MCP server that decides whether each step of an agent requires cheap intuiti…
N/A N/A
47528
jmagar
Arcane RMCP Claim
Rust MCP server and CLI for Arcane Docker and container management.
N/A N/A
47529
maxliven
Enables Claude Code to leverage Chinese LLMs for multimodal tasks including ima…
47530
clearminds
MCP server for Dell OpenManage Enterprise that allows AI assistants to monitor …
47531
charris-msft
Creates custom VS Code chat modes and prompts for specialized development workf…
N/A N/A
47532
sergiolopez94
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
81
47533
prestonmcgowan
Enables AI assistants to monitor and control Tesla Powerwall 2 systems via loca…
N/A N/A
47534
Medhovarsh
forkmind Claim
Branchable LLM history DAG + encrypted context capsules agents can save, restor…
N/A N/A
47535
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
81
47536
mh8974
Manage your Railway.app infrastructure effortlessly. Deploy services, manage va…
N/A N/A 95
47537
jamesdowzard
MCP Apps POC Claim
A proof-of-concept demonstrating interactive UI capabilities for MCP servers th…
81
47538
trionnemesis
tw-law-mcp Claim
This MCP server enables querying Taiwan interior decoration regulations and pro…
N/A N/A 95
47539
Etha0916
Bilingual financial news sentiment (English + Traditional Chinese) scored by Cl…
N/A N/A
47540
Koslovski79
Wraps multiple bug bounty platform APIs (HackerOne, Bugcrowd, etc.) behind a un…
47541
drquandary
A sophisticated academic manuscript revision system that provides surgical, lin…
N/A N/A
47542
yigitkonur
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
N/A N/A 95
47543
prashantaxapta
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
N/A N/A 95
47544
Holetron-lab
RCLL Claim
Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM o…
N/A N/A
47545
Rakesh282002
Enables users to interact with a set of tools via an LLM agent, allowing natura…
N/A N/A
47546
gersonfreire
Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Map…
N/A N/A 95
47547
mcpland
Webpage MCP Claim
Enables AI assistants to control your webpage via MCP, allowing navigation, scr…
N/A N/A
47548
romanpert
MCP server for the Spanish AEMPS CIMA pharmaceutical registry (20,000+ authoris…
N/A N/A
47549
rakanalalami
Kamy Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
81
47550
menorhge3556
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
Showing 47501–47550 of 66518 servers
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