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24 servers on this page

Socialfanout Mcp
io.github.Muse-Nexus
Lets an AI assistant publish content to multiple social networks through the Social Fanout API using a single tool.

Sentinal Mcp
io.github.Musaraf-M
Lets an assistant check Redis health, memory, slow queries, and BullMQ queue status through natural conversation.

Mhlabs Mcp Tools
io.github.MusaddiqueHussainLabs
A local MCP server that gives an assistant text preprocessing, NLP tagging, and document analysis tools.

Ohm Mcp
io.github.Murugarajr
An AST-based Python refactoring assistant that analyzes code quality, architecture, types, and performance, and can apply refactorings with backup and rollback.

QA Radar
io.github.MuratKus
Analyzes a repository's git churn, coverage reports, and test mapping to rank which files an AI coding agent should test first.

Aurora Agent
io.github.MurariAmbati
A local FIBER decision-context compiler that compiles typed queries into minimal evidence regions with omission certificates, plus a large biomedical research…

Toml Yaml Json Mcp
io.github.MukundaKatta
Lets an assistant parse, format, and convert configuration files between TOML, YAML, and JSON using real parsers.

Timezone Mcp
io.github.MukundaKatta
Lets an assistant convert UTC instants to local times, get the current time, and look up DST-aware UTC offsets for IANA timezones.

Streamparse
io.github.MukundaKatta
Lets an assistant recover usable values from partial, truncated, or messy JSON, including JSON embedded in prose or code fences.

Sqlfmt Mcp
io.github.MukundaKatta
Lets an assistant format SQL deterministically across 19 dialects, returning canonical text and a line count.

Shellquote Mcp
io.github.MukundaKatta
Lets an assistant safely escape shell arguments for bash, cmd.exe, and PowerShell before running commands.

Regex Test Mcp
io.github.MukundaKatta
Lets an assistant test JavaScript regular expressions for real, returning exact match offsets, groups, and replace results.

Ragmetric Mcp
io.github.MukundaKatta
Lets an assistant compute retrieval metrics such as Recall@k, Hit@k, MRR and NDCG@k for RAG evaluation.

Ragdrift Mcp
io.github.MukundaKatta
Lets an assistant interpret RAG drift scores, suggest detection thresholds, and explain drift dimensions in plain English.

Promptbudget Mcp
io.github.MukundaKatta
Lets an assistant count, truncate, and chunk text to fit LLM token budgets before sending prompts.

Json5 Mcp
io.github.MukundaKatta
Lets an assistant parse JSON5 with comments, trailing commas and unquoted keys, and convert it to strict JSON.

Jmespath Mcp
io.github.MukundaKatta
Lets an assistant run JMESPath expressions against JSON data to filter, project, and reshape it reliably.

Html To Markdown Mcp
io.github.MukundaKatta
Converts raw HTML into clean Markdown or plain text so an assistant can read scraped pages consistently.

Diff Mcp
io.github.MukundaKatta
Lets an assistant generate character-precise unified diffs, apply patches, and parse patch files for code-review and code-edit workflows.

Csv Tools Mcp
io.github.MukundaKatta
Lets an assistant parse and generate CSV text reliably, handling quotes, embedded commas, BOMs and CRLF line endings.

Citecite Mcp
io.github.MukundaKatta
Lets an assistant add, read, or remove [N] citation markers in RAG-generated text.

Agentvet
io.github.MukundaKatta
Lets an assistant validate LLM-generated tool-call arguments against a shape spec and produce retry hints before execution.

Agentsnap
io.github.MukundaKatta
Lets an assistant normalize, diff, and validate AI agent tool-call traces to catch silent regressions between runs.

Agentguard
io.github.MukundaKatta
Lets an assistant check whether URLs are permitted by a declarative network-egress policy before any fetch.