MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57151
kupl
mcp-ex Claim
— ○ ⏳ — N/A N/A — 95 —
57152
meloliva14
Verity MCP Claim
MCP server exposing Verity's trust checks as tools (verify_fact, detect_injecti…
— ○ ⏳ — — — — — —
57153
iamdheerajdubey
Enables AI agents to securely access and query Prisma SD-WAN operational data f…
— ○ ⏳ — — — — — —
57154
XJTLUmedia
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
— ○ ⏳ — N/A N/A — 95 —
57155
sdntechforum
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
— ○ ⏳ — — — — — —
57156
nachogeinfor-ops
code-context Claim
An MCP server that provides dynamic codebase context to Claude Code through too…
— ○ ⏳ — N/A N/A — — —
57157
ope-olatunji
An MCP server that masters audio with a professional signal chain using ffmpeg,…
— ○ ⏳ — N/A N/A — — —
57158
itunified-io
MCP server for Oracle Linux OS operations, providing tools for package manageme…
— ○ ⏳ — — — — — —
57159
magichao326
Enables users to interact with their live Claude Code session from Google Chat …
— ○ ⏳ — N/A N/A — — —
57160
zongzi-zongzhi
local-Rag Claim
A local-first document retrieval MCP server that enables AI coding tools like C…
— ○ ⏳ — N/A N/A — — —
57161
erisonsuzuki
An orchestration system that breaks down user prompts into actionable tasks and…
— ○ ⏳ — N/A N/A — 95 —
57162
RagavRida
AgentMailbox Claim
Enables AI agents to maintain persistent context across sessions, restarts, and…
— ○ ⏳ — — — — — —
57163
restforge
MCP server that exposes RESTForge capabilities to AI agents, enabling them to s…
— ○ ⏳ — N/A N/A — — —
57164
Va1bhav512
Enables AI models to perform complex video editing tasks on Kdenlive projects t…
— ○ ⏳ — N/A N/A — — —
57165
anconina
An MCP server that provides 20 tools for accessing Yahoo Finance stock data, fi…
— ○ ⏳ — N/A N/A — — —
57166
florianbuetow
A low-latency text-to-speech MCP server that uses local Kokoro GGUF inference v…
— ○ ⏳ — N/A N/A — — —
57167
OnurGumus
Plain-English shipment input for freight & logistics: containers your cargo fit…
— ○ ⏳ — N/A N/A — — —
57168
X4MU-L
Enables AI assistants to manage a todo list with add, list, complete, and delet…
— ○ ⏳ — N/A N/A — — —
57169
jorsenc
Enables text-to-image and pixel art generation using Pollinations.ai with no AP…
— ○ ⏳ — — — — — —
57170
yangvue
MCP server that provides current weather for any city using Open-Meteo APIs. It…
— ○ ⏳ — — — — — —
57171
emasoudy
A custom MCP server that connects to self-hosted Mem0 API instances, enabling C…
— ○ ⏳ — N/A N/A — — —
57172
jlacher
An MCP server that queries the baseline status of web platform features using d…
— ○ ⏳ — — — — — —
57173
lv042
Enables AI assistants to perform real-time web and academic searches using Perp…
— ○ ⏳ — — — — — —
57174
pipeworx-io
Provides tools to list curated climate and energy feeds, read feed items, and f…
— ○ ⏳ — — — — — —
57175
turtleYJ
Enables Claude Desktop to read and create Notion pages with markdown formatting…
— ○ ⏳ — N/A N/A — — —
57176
Stefan0x03
Conduit Claim
A self-hosted RSS reader MCP server that manages RSS subscriptions and fetches …
— ○ ⏳ — — — — — —
57177
mormubis
MCP server for ProjectionLab — export, snapshot, and restore your financial pla…
— ○ ⏳ — N/A N/A — — —
57178
apurwa
gdocs-mcp Claim
MCP server for Google Docs and Sheets that enables AI assistants to read, creat…
— ○ ⏳ — N/A N/A — — —
57179
andysama-work
Exposes an Obsidian notes vault as MCP services, enabling AI assistants to sear…
— ○ ⏳ — N/A N/A — — —
57180
AyushSaha184
Eval_MCP Claim
An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
— ○ ⏳ — — — — — —
57181
Ramneek82810
An MCP server that transforms natural language questions into SQL, executes que…
— ○ ⏳ — — — — — —
57182
asaje379
Enables AI assistants to interact with Parse Platform databases, users, files, …
— ○ ⏳ — — — — — —
57183
sailorpepe
On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ t…
— ○ ⏳ — — — — — —
57184
dheimyrrr
agentweb Claim
Free business data API for AI agents. 13M+ businesses across 195 countries with…
— ○ ⏳ — — — — 81 —
57185
indiekitai
pg-health Claim
Archived MCP server for PostgreSQL health monitoring; functionality merged into…
— ○ ⏳ — N/A N/A — — —
57186
Perseus-Computing-LLC
Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 …
— ○ ⏳ — N/A N/A — — —
57187
devsully
A platform that transforms AI development with intelligent context management, …
— ○ ⏳ — N/A N/A — 95 —
57188
prompted365
Enables MCP clients to access and use a vast library of tools from Toolhouse fo…
— ○ ⏳ — — — — 81 —
57189
arman1o1
Enables LLM agents to search arXiv, download papers, parse PDFs into structured…
— ○ ⏳ — N/A N/A — — —
57190
ZoezoeCookie
mcp-luopan Claim
Provides tools for Bazi (Chinese astrology) chart calculation and analysis, ena…
— ○ ⏳ — — — — — —
57191
nobulexdev
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
— ○ ⏳ — N/A N/A — 95 —
57192
oddunits
pntr Claim
Free developer subdomains with DNS, catch-all email, and webhook capture, manag…
— ○ ⏳ — N/A N/A — — —
57193
lucasgerads
spicelib-mcp Claim
A thin MCP server that wraps spicelib for circuit simulation. Exposes tools for…
— ○ ⏳ — N/A N/A — — —
57194
reichenbach
iwork-mcp Claim
An MCP server that provides 113 tools for automating Apple iWork apps (Numbers,…
— ○ ⏳ — N/A N/A — — —
57195
Geektasticdad
A self-hosted MCP server with a web UI that integrates Geektastic Realms, enabl…
— ○ ⏳ — — — — — —
57196
buildbetter-app
BuildBetter Claim
AI for product teams. Connect all your company and customer knowledge to all of…
— ○ ⏳ — — — — 81 —
57197
XNet-NGO
Enables AI assistants to perform comprehensive SSH operations including command…
— ○ ⏳ — N/A N/A — — —
57198
alee2602
An MCP server that provides intelligent playlist curation tools using Spotify t…
— ○ ⏳ — N/A N/A — — —
57199
IAnjaniKr
MCP server for generating, validating, running, and reporting Apache JMeter API…
— ○ ⏳ — N/A N/A — — —
57200
kitsanannam-hue
minimax Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 57151–57200 of 69111 servers