MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43151
burgebj
Undetectable browser automation for AI agents that bypasses Cloudflare, antibot…
— ○ ⏳ — N/A N/A — — —
43152
budgetfitter
BudgetFitter Claim
BudgetFitter is a free UK deal discovery platform with a public MCP server. Sea…
— ○ ⏳ — — — — 81 —
43153
supramal1
Enables Claude and other MCP clients to interact with Cornerstone memory, suppo…
— ○ ⏳ — N/A N/A — — —
43154
kanya-simform
A remote, multi-user MCP server for splitting group expenses, enabling users to…
— ○ ⏳ — — — — — —
43155
JustParent
Enables low-level interaction with Google Slides API, including template reuse,…
— ○ ⏳ — — — — — —
43156
koki-socialgist
decixa-mcp Claim
MCP server for Decixa that helps AI agents find and resolve APIs for tasks usin…
— ○ ⏳ — — — — — —
43157
Kommisaar
An MCP server that decompiles and inspects .NET assemblies to C# source, wrappi…
— ○ ⏳ — N/A N/A — — —
43158
mcp-server Claim 1
On-brand image generation (product shots, app icons, OG cards, sprites) for AI …
— ○ — N/A N/A — 81 —
43159
xerno42
Provides live Helldivers 2 galactic war data including war status, major orders…
— ○ ⏳ — — — — — —
43160
patwalls
pulse-mcp Claim
Free MCP server for fetching social media metrics (views, likes, comments) from…
— ○ ⏳ — — — — — —
43161
alma3lol
A local MCP server for Linux that records microphone audio and returns transcri…
— ○ ⏳ — N/A N/A — — —
43162
eadm
Enables browsing, retrieving, and downloading meeting recordings and transcript…
— ○ ⏳ — N/A N/A — — —
43163
chiang881
使AI代理能够通过学生账号读取ManageBac中的截止日期、成绩条目和GPA的MCP服务器。
— ○ ⏳ — N/A N/A — — —
43164
gak4u
kanban-agent Claim
Attaches a file-based kanban workflow to any project, allowing agents to create…
— ○ ⏳ — N/A N/A — — —
43165
ezedinff
Enables interaction with Neo4j databases from the Cursor IDE by executing Cyphe…
— ○ ⏳ — N/A N/A — — —
43166
biocontext-ai
anndata-mcp Claim
Allows to retrieve information about an AnnData object via MCP using the read_l…
— ○ ⏳ — N/A N/A — — —
43167
johnisanerd
Enables querying the Apify Store to retrieve structured data on public Actors i…
— ○ ⏳ — — — — — —
43168
glanceway
MCP server for Glanceway, the macOS menu bar information app, enabling AI assis…
— ○ ⏳ — N/A N/A — — —
43169
Seoki2000
An MCP server for Unity that enables AI agents to query and control the Unity E…
— ○ ⏳ — N/A N/A — — —
43170
andygruening
Enables posting messages to a Slack channel using a bot token, with support for…
— ○ ⏳ — — — — — —
43171
jmerelnyc
proxmox-mcp Claim
Enables AI assistants to manage Proxmox VE virtual machines via MCP and OpenAPI…
— ○ ⏳ — — — — — —
43172
skillhub-club
Enables AI assistants to discover, search, and install Claude Code Skills from …
— ○ ⏳ — — — — — —
43173
apache
An MCP server for OpenServerless that exposes action tools for creating, invoki…
— ○ ⏳ — N/A N/A — — —
43174
ssasuoirafen
Enables AI assistants to manage Microsoft Teams through the Graph API, includin…
— ○ ⏳ — N/A N/A — — —
43175
LaggySon
bbagent Claim
Autonomous ESPN Fantasy Baseball manager that optimizes lineups, handles waiver…
— ○ ⏳ — — — — — —
43176
QA-Shivam
A simple MCP server that provides calculator tools for basic arithmetic operati…
— ○ ⏳ — — — — — —
43177
MiguelTVMS
Exposes TP-Link Omada controller APIs to AI copilots, enabling listing of sites…
— ○ ⏳ — — — — — —
43178
imazhar101
Enables SOQL queries, SOSL search, and record CRUD operations on a single Sales…
— ○ ⏳ — — — — — —
43179
FerhatDundar
MCP server for GitHub: repos, files, issues, PRs, search. Single Go binary.
— ○ ⏳ — N/A N/A — — —
43180
aunkidwai
Automates navigation of UpGrad's learning platform using Playwright to extract …
— ○ ⏳ — N/A N/A — — —
43181
Dissimilis
DirForge Claim
Read-only directory listing web app with a built-in MCP server: directory brows…
— ○ ⏳ — N/A N/A — — —
43182
MatthewHallCom
Enables searching, retrieving, and browsing thousands of free 3D models from Po…
— ○ ⏳ — — — — — —
43183
fedora-copr
Copr MCP Claim
Provides tools to interact with Fedora Copr, enabling users to manage projects,…
— ○ ⏳ — N/A N/A — 95 —
43184
ARQAWA
code_nav MCP Claim
Deterministic code navigation MCP server for Codex/CodeCLI that provides compac…
— ○ ⏳ — N/A N/A — — —
43185
Shuxiabit
Generates Chinese mining rights daily briefs with data status and citation sour…
— ○ ⏳ — N/A N/A — — —
43186
ElvinBayramov
OmniDocs RAG Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
— ○ ⏳ — N/A N/A — — —
43187
Sourav4670
postman-mcp Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
— ○ ⏳ — — — — — —
43188
lazymac2x
Cloudflare Workers MCP server: font-metadata
— ○ ⏳ — — — — — —
43189
Abdalla-Eldoumani
An MCP server that gives AI agents direct control over QEMU virtual machines.
— ○ ⏳ — N/A N/A — — —
43190
open-video-mcp
AI-powered video platform management — upload videos, manage channels, track an…
— ○ ⏳ — N/A N/A — 95 —
43191
open-energy-transition
PyPSA MCP Claim
Enables creating, analyzing, and optimizing energy system models using PyPSA th…
— ○ ⏳ — N/A N/A — — —
43192
im43ii
Analyze AI conversations to estimate token costs, detect waste, and generate op…
— ○ ⏳ — — — — — —
43193
wyre-technology
An MCP server for the Salesbuildr platform, providing tools to manage quotes, p…
— ○ ⏳ — — — — — —
43194
franklinbaldo
Bridges AI agents to the Brazilian SEI system, enabling listing processes, read…
— ○ ⏳ — — — — — —
43195
achilliesbot
agentiam-mcp Claim
Stdio MCP wrapper for AgentIAM's 18 x402 endpoints — agent safety + intelligenc…
— ○ ⏳ — N/A N/A — — —
43196
elestirelbilinc-sketch
vap-showcase Claim
AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, bu…
— ○ ⏳ — — — — — —
43197
mycelia1
Enables AI assistants to generate Autodesk Fusion 360 Python scripts through na…
— ○ ⏳ — N/A N/A — — —
43198
top
TopYappers Claim
# TopYappers Social media intelligence for AI agents. Access viral content dis…
— ○ ⏳ — — — — 81 —
43199
rikard
tomtenisse Claim
— ○ ⏳ — N/A N/A — 95 —
43200
ideabosque
Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQ…
— ○ ⏳ — — — — — —
Showing 43151–43200 of 69313 servers
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